---
_id: '61123'
abstract:
- lang: eng
  text: <jats:p>Knowledge graphs are used by a growing number of applications to represent
    structured data. Hence, evaluating the veracity of assertions in knowledge graphs—dubbed
    fact checking—is currently a challenge of growing importance. However, manual
    fact checking is commonly impractical due to the sheer size of knowledge graphs.
    This paper is a systematic survey of recent works on automatic fact checking with
    a focus on knowledge graphs. We present recent fact-checking approaches, the varied
    sources they use as background knowledge, and the features they rely upon. Finally,
    we draw conclusions pertaining to possible future research directions in fact
    checking knowledge graphs.</jats:p>
article_number: '3749838'
article_type: original
author:
- first_name: Umair
  full_name: Qudus, Umair
  id: '83392'
  last_name: Qudus
  orcid: 0000-0001-6714-8729
- first_name: Michael
  full_name: Röder, Michael
  id: '67199'
  last_name: Röder
  orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Muhammad
  full_name: Saleem, Muhammad
  last_name: Saleem
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: Qudus U, Röder M, Saleem M, Ngonga Ngomo A-C. Fact Checking Knowledge Graphs
    -- A Survey. <i>ACM Computing Surveys</i>. 2025;58. doi:<a href="https://doi.org/10.1145/3749838">10.1145/3749838</a>
  apa: Qudus, U., Röder, M., Saleem, M., &#38; Ngonga Ngomo, A.-C. (2025). Fact Checking
    Knowledge Graphs -- A Survey. <i>ACM Computing Surveys</i>, <i>58</i>, Article
    3749838. <a href="https://doi.org/10.1145/3749838">https://doi.org/10.1145/3749838</a>
  bibtex: '@article{Qudus_Röder_Saleem_Ngonga Ngomo_2025, title={Fact Checking Knowledge
    Graphs -- A Survey}, volume={58}, DOI={<a href="https://doi.org/10.1145/3749838">10.1145/3749838</a>},
    number={3749838}, journal={ACM Computing Surveys}, publisher={Association for
    Computing Machinery (ACM)}, author={Qudus, Umair and Röder, Michael and Saleem,
    Muhammad and Ngonga Ngomo, Axel-Cyrille}, year={2025} }'
  chicago: Qudus, Umair, Michael Röder, Muhammad Saleem, and Axel-Cyrille Ngonga Ngomo.
    “Fact Checking Knowledge Graphs -- A Survey.” <i>ACM Computing Surveys</i> 58
    (2025). <a href="https://doi.org/10.1145/3749838">https://doi.org/10.1145/3749838</a>.
  ieee: 'U. Qudus, M. Röder, M. Saleem, and A.-C. Ngonga Ngomo, “Fact Checking Knowledge
    Graphs -- A Survey,” <i>ACM Computing Surveys</i>, vol. 58, Art. no. 3749838,
    2025, doi: <a href="https://doi.org/10.1145/3749838">10.1145/3749838</a>.'
  mla: Qudus, Umair, et al. “Fact Checking Knowledge Graphs -- A Survey.” <i>ACM Computing
    Surveys</i>, vol. 58, 3749838, Association for Computing Machinery (ACM), 2025,
    doi:<a href="https://doi.org/10.1145/3749838">10.1145/3749838</a>.
  short: U. Qudus, M. Röder, M. Saleem, A.-C. Ngonga Ngomo, ACM Computing Surveys
    58 (2025).
date_created: 2025-09-03T15:46:43Z
date_updated: 2025-09-11T09:30:28Z
ddc:
- '006'
department:
- _id: '574'
doi: 10.1145/3749838
external_id:
  unknown:
  - 10.1145/3749838
file:
- access_level: closed
  content_type: application/pdf
  creator: uqudus
  date_created: 2025-09-11T09:26:29Z
  date_updated: 2025-09-11T09:26:29Z
  file_id: '61195'
  file_name: 3749838.pdf
  file_size: 1062387
  relation: main_file
  success: 1
file_date_updated: 2025-09-11T09:26:29Z
has_accepted_license: '1'
intvolume: '        58'
keyword:
- fact checking
- knowledge graphs
- fact-checkers
- check worthiness
- evidence retrieval
- trust
- veracity.
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://dl.acm.org/doi/pdf/10.1145/3749838
oa: '1'
popular_science: '1'
publication: ACM Computing Surveys
publication_identifier:
  issn:
  - 0360-0300
  - 1557-7341
publication_status: published
publisher: Association for Computing Machinery (ACM)
quality_controlled: '1'
status: public
title: Fact Checking Knowledge Graphs -- A Survey
type: journal_article
user_id: '83392'
volume: 58
year: '2025'
...
---
_id: '61753'
abstract:
- lang: eng
  text: This paper presents LOLA, a massively multilingual large language model trained
    on more than 160 languages using a sparse Mixture-of-Experts Transformer architecture.
    Our architectural and implementation choices address the challenge of harnessing
    linguistic diversity while maintaining efficiency and avoiding the common pitfalls
    of multilinguality. Our analysis of the evaluation results shows competitive performance
    in natural language generation and understanding tasks. Additionally, we demonstrate
    how the learned expert-routing mechanism exploits implicit phylogenetic linguistic
    patterns to potentially alleviate the curse of multilinguality. We provide an
    in-depth look at the training process, an analysis of the datasets, and a balanced
    exploration of the model{’}s strengths and limitations. As an open-source model,
    LOLA promotes reproducibility and serves as a robust foundation for future research.
    Our findings enable the development of compute-efficient multilingual models with
    strong, scalable performance across languages.
author:
- first_name: Nikit
  full_name: Srivastava, Nikit
  id: '70066'
  last_name: Srivastava
  orcid: 0009-0004-5164-4911
- first_name: Denis
  full_name: Kuchelev, Denis
  id: '70842'
  last_name: Kuchelev
- first_name: Tatiana
  full_name: Moteu Ngoli, Tatiana
  id: '99174'
  last_name: Moteu Ngoli
- first_name: Kshitij
  full_name: Shetty, Kshitij
  last_name: Shetty
- first_name: Michael
  full_name: Röder, Michael
  id: '67199'
  last_name: Röder
  orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Hamada Mohamed Abdelsamee
  full_name: Zahera, Hamada Mohamed Abdelsamee
  id: '72768'
  last_name: Zahera
  orcid: 0000-0003-0215-1278
- first_name: Diego
  full_name: Moussallem, Diego
  id: '71635'
  last_name: Moussallem
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Srivastava N, Kuchelev D, Moteu Ngoli T, et al. LOLA – An Open-Source Massively
    Multilingual Large Language Model. In: Rambow O, Wanner L, Apidianaki M, Al-Khalifa
    H, Eugenio BD, Schockaert S, eds. <i>Proceedings of the 31st International Conference
    on Computational Linguistics</i>. Association for Computational Linguistics; 2025:6420–6446.'
  apa: Srivastava, N., Kuchelev, D., Moteu Ngoli, T., Shetty, K., Röder, M., Zahera,
    H. M. A., Moussallem, D., &#38; Ngonga Ngomo, A.-C. (2025). LOLA – An Open-Source
    Massively Multilingual Large Language Model. In O. Rambow, L. Wanner, M. Apidianaki,
    H. Al-Khalifa, B. D. Eugenio, &#38; S. Schockaert (Eds.), <i>Proceedings of the
    31st International Conference on Computational Linguistics</i> (pp. 6420–6446).
    Association for Computational Linguistics.
  bibtex: '@inproceedings{Srivastava_Kuchelev_Moteu Ngoli_Shetty_Röder_Zahera_Moussallem_Ngonga
    Ngomo_2025, place={Abu Dhabi, UAE}, title={LOLA – An Open-Source Massively Multilingual
    Large Language Model}, booktitle={Proceedings of the 31st International Conference
    on Computational Linguistics}, publisher={Association for Computational Linguistics},
    author={Srivastava, Nikit and Kuchelev, Denis and Moteu Ngoli, Tatiana and Shetty,
    Kshitij and Röder, Michael and Zahera, Hamada Mohamed Abdelsamee and Moussallem,
    Diego and Ngonga Ngomo, Axel-Cyrille}, editor={Rambow, Owen and Wanner, Leo and
    Apidianaki, Marianna and Al-Khalifa, Hend and Eugenio, Barbara Di and Schockaert,
    Steven}, year={2025}, pages={6420–6446} }'
  chicago: 'Srivastava, Nikit, Denis Kuchelev, Tatiana Moteu Ngoli, Kshitij Shetty,
    Michael Röder, Hamada Mohamed Abdelsamee Zahera, Diego Moussallem, and Axel-Cyrille
    Ngonga Ngomo. “LOLA – An Open-Source Massively Multilingual Large Language Model.”
    In <i>Proceedings of the 31st International Conference on Computational Linguistics</i>,
    edited by Owen Rambow, Leo Wanner, Marianna Apidianaki, Hend Al-Khalifa, Barbara
    Di Eugenio, and Steven Schockaert, 6420–6446. Abu Dhabi, UAE: Association for
    Computational Linguistics, 2025.'
  ieee: N. Srivastava <i>et al.</i>, “LOLA – An Open-Source Massively Multilingual
    Large Language Model,” in <i>Proceedings of the 31st International Conference
    on Computational Linguistics</i>, 2025, pp. 6420–6446.
  mla: Srivastava, Nikit, et al. “LOLA – An Open-Source Massively Multilingual Large
    Language Model.” <i>Proceedings of the 31st International Conference on Computational
    Linguistics</i>, edited by Owen Rambow et al., Association for Computational Linguistics,
    2025, pp. 6420–6446.
  short: 'N. Srivastava, D. Kuchelev, T. Moteu Ngoli, K. Shetty, M. Röder, H.M.A.
    Zahera, D. Moussallem, A.-C. Ngonga Ngomo, in: O. Rambow, L. Wanner, M. Apidianaki,
    H. Al-Khalifa, B.D. Eugenio, S. Schockaert (Eds.), Proceedings of the 31st International
    Conference on Computational Linguistics, Association for Computational Linguistics,
    Abu Dhabi, UAE, 2025, pp. 6420–6446.'
date_created: 2025-10-08T11:02:30Z
date_updated: 2026-01-06T10:11:37Z
editor:
- first_name: Owen
  full_name: Rambow, Owen
  last_name: Rambow
- first_name: Leo
  full_name: Wanner, Leo
  last_name: Wanner
- first_name: Marianna
  full_name: Apidianaki, Marianna
  last_name: Apidianaki
- first_name: Hend
  full_name: Al-Khalifa, Hend
  last_name: Al-Khalifa
- first_name: Barbara Di
  full_name: Eugenio, Barbara Di
  last_name: Eugenio
- first_name: Steven
  full_name: Schockaert, Steven
  last_name: Schockaert
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://aclanthology.org/2025.coling-main.428.pdf
oa: '1'
page: 6420–6446
place: Abu Dhabi, UAE
publication: Proceedings of the 31st International Conference on Computational Linguistics
publisher: Association for Computational Linguistics
status: public
title: LOLA – An Open-Source Massively Multilingual Large Language Model
type: conference
user_id: '70066'
year: '2025'
...
---
_id: '63507'
author:
- first_name: Gaurav
  full_name: Pandit, Gaurav
  last_name: Pandit
- first_name: Michael
  full_name: Röder, Michael
  id: '67199'
  last_name: Röder
  orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Pandit G, Röder M, Ngonga Ngomo A-C. Evaluating Approximate Nearest Neighbour
    Search Systems on Knowledge Graph Embeddings. In: <i>Lecture Notes in Computer
    Science</i>. Springer Nature Switzerland; 2025. doi:<a href="https://doi.org/10.1007/978-3-031-94575-5_4">10.1007/978-3-031-94575-5_4</a>'
  apa: Pandit, G., Röder, M., &#38; Ngonga Ngomo, A.-C. (2025). Evaluating Approximate
    Nearest Neighbour Search Systems on Knowledge Graph Embeddings. In <i>Lecture
    Notes in Computer Science</i>. Springer Nature Switzerland. <a href="https://doi.org/10.1007/978-3-031-94575-5_4">https://doi.org/10.1007/978-3-031-94575-5_4</a>
  bibtex: '@inbook{Pandit_Röder_Ngonga Ngomo_2025, place={Cham}, title={Evaluating
    Approximate Nearest Neighbour Search Systems on Knowledge Graph Embeddings}, DOI={<a
    href="https://doi.org/10.1007/978-3-031-94575-5_4">10.1007/978-3-031-94575-5_4</a>},
    booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
    author={Pandit, Gaurav and Röder, Michael and Ngonga Ngomo, Axel-Cyrille}, year={2025}
    }'
  chicago: 'Pandit, Gaurav, Michael Röder, and Axel-Cyrille Ngonga Ngomo. “Evaluating
    Approximate Nearest Neighbour Search Systems on Knowledge Graph Embeddings.” In
    <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland, 2025.
    <a href="https://doi.org/10.1007/978-3-031-94575-5_4">https://doi.org/10.1007/978-3-031-94575-5_4</a>.'
  ieee: 'G. Pandit, M. Röder, and A.-C. Ngonga Ngomo, “Evaluating Approximate Nearest
    Neighbour Search Systems on Knowledge Graph Embeddings,” in <i>Lecture Notes in
    Computer Science</i>, Cham: Springer Nature Switzerland, 2025.'
  mla: Pandit, Gaurav, et al. “Evaluating Approximate Nearest Neighbour Search Systems
    on Knowledge Graph Embeddings.” <i>Lecture Notes in Computer Science</i>, Springer
    Nature Switzerland, 2025, doi:<a href="https://doi.org/10.1007/978-3-031-94575-5_4">10.1007/978-3-031-94575-5_4</a>.
  short: 'G. Pandit, M. Röder, A.-C. Ngonga Ngomo, in: Lecture Notes in Computer Science,
    Springer Nature Switzerland, Cham, 2025.'
date_created: 2026-01-06T09:53:58Z
date_updated: 2026-01-06T09:55:26Z
department:
- _id: '574'
- _id: '923'
doi: 10.1007/978-3-031-94575-5_4
language:
- iso: eng
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
  isbn:
  - '9783031945748'
  - '9783031945755'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Evaluating Approximate Nearest Neighbour Search Systems on Knowledge Graph
  Embeddings
type: book_chapter
user_id: '67199'
year: '2025'
...
---
_id: '63572'
author:
- first_name: Caglar
  full_name: Demir, Caglar
  id: '43817'
  last_name: Demir
- first_name: Moshood Olawale
  full_name: Yekini, Moshood Olawale
  id: '114533'
  last_name: Yekini
- first_name: Michael
  full_name: Röder, Michael
  id: '67199'
  last_name: Röder
  orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Yasir
  full_name: Mahmood, Yasir
  id: '99353'
  last_name: Mahmood
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Demir C, Yekini MO, Röder M, Mahmood Y, Ngonga Ngomo A-C. Tree-Based OWL Class
    Expression Learner over Large Graphs. In: <i>Lecture Notes in Computer Science</i>.
    Springer Nature Switzerland; 2025. doi:<a href="https://doi.org/10.1007/978-3-032-06066-2_29">10.1007/978-3-032-06066-2_29</a>'
  apa: Demir, C., Yekini, M. O., Röder, M., Mahmood, Y., &#38; Ngonga Ngomo, A.-C.
    (2025). Tree-Based OWL Class Expression Learner over Large Graphs. <i>Lecture
    Notes in Computer Science</i>. European Conference on Machine Learning and Principles
    and Practice of Knowledge Discovery in Databases, Porto. <a href="https://doi.org/10.1007/978-3-032-06066-2_29">https://doi.org/10.1007/978-3-032-06066-2_29</a>
  bibtex: '@inproceedings{Demir_Yekini_Röder_Mahmood_Ngonga Ngomo_2025, place={Cham},
    title={Tree-Based OWL Class Expression Learner over Large Graphs}, DOI={<a href="https://doi.org/10.1007/978-3-032-06066-2_29">10.1007/978-3-032-06066-2_29</a>},
    booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
    author={Demir, Caglar and Yekini, Moshood Olawale and Röder, Michael and Mahmood,
    Yasir and Ngonga Ngomo, Axel-Cyrille}, year={2025} }'
  chicago: 'Demir, Caglar, Moshood Olawale Yekini, Michael Röder, Yasir Mahmood, and
    Axel-Cyrille Ngonga Ngomo. “Tree-Based OWL Class Expression Learner over Large
    Graphs.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland,
    2025. <a href="https://doi.org/10.1007/978-3-032-06066-2_29">https://doi.org/10.1007/978-3-032-06066-2_29</a>.'
  ieee: 'C. Demir, M. O. Yekini, M. Röder, Y. Mahmood, and A.-C. Ngonga Ngomo, “Tree-Based
    OWL Class Expression Learner over Large Graphs,” presented at the European Conference
    on Machine Learning and Principles and Practice of Knowledge Discovery in Databases,
    Porto, 2025, doi: <a href="https://doi.org/10.1007/978-3-032-06066-2_29">10.1007/978-3-032-06066-2_29</a>.'
  mla: Demir, Caglar, et al. “Tree-Based OWL Class Expression Learner over Large Graphs.”
    <i>Lecture Notes in Computer Science</i>, Springer Nature Switzerland, 2025, doi:<a
    href="https://doi.org/10.1007/978-3-032-06066-2_29">10.1007/978-3-032-06066-2_29</a>.
  short: 'C. Demir, M.O. Yekini, M. Röder, Y. Mahmood, A.-C. Ngonga Ngomo, in: Lecture
    Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.'
conference:
  end_date: 2025-09-19
  location: Porto
  name: European Conference on Machine Learning and Principles and Practice of Knowledge
    Discovery in Databases
  start_date: 2025-09-15
date_created: 2026-01-12T17:13:22Z
date_updated: 2026-01-12T17:17:07Z
department:
- _id: '574'
- _id: '923'
doi: 10.1007/978-3-032-06066-2_29
language:
- iso: eng
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
  isbn:
  - '9783032060655'
  - '9783032060662'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Tree-Based OWL Class Expression Learner over Large Graphs
type: conference
user_id: '67199'
year: '2025'
...
---
_id: '63575'
author:
- first_name: Sourabh
  full_name: Kapoor, Sourabh
  last_name: Kapoor
- first_name: Arnab
  full_name: Sharma, Arnab
  id: '67200'
  last_name: Sharma
- first_name: Michael
  full_name: Röder, Michael
  id: '67199'
  last_name: Röder
  orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Caglar
  full_name: Demir, Caglar
  id: '43817'
  last_name: Demir
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Kapoor S, Sharma A, Röder M, Demir C, Ngonga Ngomo A-C. Robustness Evaluation
    of Knowledge Graph Embedding Models Under Non-targeted Attacks. In: <i>Lecture
    Notes in Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href="https://doi.org/10.1007/978-3-031-94575-5_15">10.1007/978-3-031-94575-5_15</a>'
  apa: Kapoor, S., Sharma, A., Röder, M., Demir, C., &#38; Ngonga Ngomo, A.-C. (2025).
    Robustness Evaluation of Knowledge Graph Embedding Models Under Non-targeted Attacks.
    <i>Lecture Notes in Computer Science</i>. <a href="https://doi.org/10.1007/978-3-031-94575-5_15">https://doi.org/10.1007/978-3-031-94575-5_15</a>
  bibtex: '@inproceedings{Kapoor_Sharma_Röder_Demir_Ngonga Ngomo_2025, place={Cham},
    title={Robustness Evaluation of Knowledge Graph Embedding Models Under Non-targeted
    Attacks}, DOI={<a href="https://doi.org/10.1007/978-3-031-94575-5_15">10.1007/978-3-031-94575-5_15</a>},
    booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
    author={Kapoor, Sourabh and Sharma, Arnab and Röder, Michael and Demir, Caglar
    and Ngonga Ngomo, Axel-Cyrille}, year={2025} }'
  chicago: 'Kapoor, Sourabh, Arnab Sharma, Michael Röder, Caglar Demir, and Axel-Cyrille
    Ngonga Ngomo. “Robustness Evaluation of Knowledge Graph Embedding Models Under
    Non-Targeted Attacks.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer
    Nature Switzerland, 2025. <a href="https://doi.org/10.1007/978-3-031-94575-5_15">https://doi.org/10.1007/978-3-031-94575-5_15</a>.'
  ieee: 'S. Kapoor, A. Sharma, M. Röder, C. Demir, and A.-C. Ngonga Ngomo, “Robustness
    Evaluation of Knowledge Graph Embedding Models Under Non-targeted Attacks,” 2025,
    doi: <a href="https://doi.org/10.1007/978-3-031-94575-5_15">10.1007/978-3-031-94575-5_15</a>.'
  mla: Kapoor, Sourabh, et al. “Robustness Evaluation of Knowledge Graph Embedding
    Models Under Non-Targeted Attacks.” <i>Lecture Notes in Computer Science</i>,
    Springer Nature Switzerland, 2025, doi:<a href="https://doi.org/10.1007/978-3-031-94575-5_15">10.1007/978-3-031-94575-5_15</a>.
  short: 'S. Kapoor, A. Sharma, M. Röder, C. Demir, A.-C. Ngonga Ngomo, in: Lecture
    Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.'
date_created: 2026-01-12T17:24:11Z
date_updated: 2026-01-12T17:24:49Z
department:
- _id: '574'
- _id: '923'
doi: 10.1007/978-3-031-94575-5_15
language:
- iso: eng
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
  isbn:
  - '9783031945748'
  - '9783031945755'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Robustness Evaluation of Knowledge Graph Embedding Models Under Non-targeted
  Attacks
type: conference
user_id: '67199'
year: '2025'
...
---
_id: '63573'
author:
- first_name: Adel
  full_name: Memariani, Adel
  last_name: Memariani
- first_name: Michael
  full_name: Röder, Michael
  id: '67199'
  last_name: Röder
  orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Arnab
  full_name: Sharma, Arnab
  id: '67200'
  last_name: Sharma
- first_name: Caglar
  full_name: Demir, Caglar
  id: '43817'
  last_name: Demir
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Memariani A, Röder M, Sharma A, Demir C, Ngonga Ngomo A-C. Link Prediction
    Under Non-targeted Attacks: Do Soft Labels Always Help? In: <i>Lecture Notes in
    Computer Science</i>. Springer Nature Switzerland; 2025. doi:<a href="https://doi.org/10.1007/978-3-032-09527-5_6">10.1007/978-3-032-09527-5_6</a>'
  apa: 'Memariani, A., Röder, M., Sharma, A., Demir, C., &#38; Ngonga Ngomo, A.-C.
    (2025). Link Prediction Under Non-targeted Attacks: Do Soft Labels Always Help?
    <i>Lecture Notes in Computer Science</i>. <a href="https://doi.org/10.1007/978-3-032-09527-5_6">https://doi.org/10.1007/978-3-032-09527-5_6</a>'
  bibtex: '@inproceedings{Memariani_Röder_Sharma_Demir_Ngonga Ngomo_2025, place={Cham},
    title={Link Prediction Under Non-targeted Attacks: Do Soft Labels Always Help?},
    DOI={<a href="https://doi.org/10.1007/978-3-032-09527-5_6">10.1007/978-3-032-09527-5_6</a>},
    booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
    author={Memariani, Adel and Röder, Michael and Sharma, Arnab and Demir, Caglar
    and Ngonga Ngomo, Axel-Cyrille}, year={2025} }'
  chicago: 'Memariani, Adel, Michael Röder, Arnab Sharma, Caglar Demir, and Axel-Cyrille
    Ngonga Ngomo. “Link Prediction Under Non-Targeted Attacks: Do Soft Labels Always
    Help?” In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland,
    2025. <a href="https://doi.org/10.1007/978-3-032-09527-5_6">https://doi.org/10.1007/978-3-032-09527-5_6</a>.'
  ieee: 'A. Memariani, M. Röder, A. Sharma, C. Demir, and A.-C. Ngonga Ngomo, “Link
    Prediction Under Non-targeted Attacks: Do Soft Labels Always Help?,” 2025, doi:
    <a href="https://doi.org/10.1007/978-3-032-09527-5_6">10.1007/978-3-032-09527-5_6</a>.'
  mla: 'Memariani, Adel, et al. “Link Prediction Under Non-Targeted Attacks: Do Soft
    Labels Always Help?” <i>Lecture Notes in Computer Science</i>, Springer Nature
    Switzerland, 2025, doi:<a href="https://doi.org/10.1007/978-3-032-09527-5_6">10.1007/978-3-032-09527-5_6</a>.'
  short: 'A. Memariani, M. Röder, A. Sharma, C. Demir, A.-C. Ngonga Ngomo, in: Lecture
    Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.'
date_created: 2026-01-12T17:18:35Z
date_updated: 2026-01-12T17:24:46Z
department:
- _id: '574'
- _id: '923'
doi: 10.1007/978-3-032-09527-5_6
language:
- iso: eng
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
  isbn:
  - '9783032095268'
  - '9783032095275'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: 'Link Prediction Under Non-targeted Attacks: Do Soft Labels Always Help?'
type: conference
user_id: '67199'
year: '2025'
...
---
_id: '63574'
author:
- first_name: Quannian
  full_name: Zhang, Quannian
  id: '104099'
  last_name: Zhang
  orcid: 0009-0008-9497-3204
- first_name: Michael
  full_name: Röder, Michael
  id: '67199'
  last_name: Röder
  orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Nikit
  full_name: Srivastava, Nikit
  id: '70066'
  last_name: Srivastava
  orcid: 0009-0004-5164-4911
- first_name: N'Dah Jean
  full_name: KOUAGOU, N'Dah Jean
  id: '87189'
  last_name: KOUAGOU
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Zhang Q, Röder M, Srivastava N, KOUAGOU NJ, Ngonga Ngomo A-C. Explainable
    Benchmarking through the Lense of Concept Learning. In: <i>Proceedings of the
    Knowledge Capture Conference 2025</i>. ACM; 2025. doi:<a href="https://doi.org/10.1145/3731443.3771359">10.1145/3731443.3771359</a>'
  apa: Zhang, Q., Röder, M., Srivastava, N., KOUAGOU, N. J., &#38; Ngonga Ngomo, A.-C.
    (2025). Explainable Benchmarking through the Lense of Concept Learning. <i>Proceedings
    of the Knowledge Capture Conference 2025</i>. <a href="https://doi.org/10.1145/3731443.3771359">https://doi.org/10.1145/3731443.3771359</a>
  bibtex: '@inproceedings{Zhang_Röder_Srivastava_KOUAGOU_Ngonga Ngomo_2025, title={Explainable
    Benchmarking through the Lense of Concept Learning}, DOI={<a href="https://doi.org/10.1145/3731443.3771359">10.1145/3731443.3771359</a>},
    booktitle={Proceedings of the Knowledge Capture Conference 2025}, publisher={ACM},
    author={Zhang, Quannian and Röder, Michael and Srivastava, Nikit and KOUAGOU,
    N’Dah Jean and Ngonga Ngomo, Axel-Cyrille}, year={2025} }'
  chicago: Zhang, Quannian, Michael Röder, Nikit Srivastava, N’Dah Jean KOUAGOU, and
    Axel-Cyrille Ngonga Ngomo. “Explainable Benchmarking through the Lense of Concept
    Learning.” In <i>Proceedings of the Knowledge Capture Conference 2025</i>. ACM,
    2025. <a href="https://doi.org/10.1145/3731443.3771359">https://doi.org/10.1145/3731443.3771359</a>.
  ieee: 'Q. Zhang, M. Röder, N. Srivastava, N. J. KOUAGOU, and A.-C. Ngonga Ngomo,
    “Explainable Benchmarking through the Lense of Concept Learning,” 2025, doi: <a
    href="https://doi.org/10.1145/3731443.3771359">10.1145/3731443.3771359</a>.'
  mla: Zhang, Quannian, et al. “Explainable Benchmarking through the Lense of Concept
    Learning.” <i>Proceedings of the Knowledge Capture Conference 2025</i>, ACM, 2025,
    doi:<a href="https://doi.org/10.1145/3731443.3771359">10.1145/3731443.3771359</a>.
  short: 'Q. Zhang, M. Röder, N. Srivastava, N.J. KOUAGOU, A.-C. Ngonga Ngomo, in:
    Proceedings of the Knowledge Capture Conference 2025, ACM, 2025.'
date_created: 2026-01-12T17:21:05Z
date_updated: 2026-01-12T17:25:00Z
department:
- _id: '574'
- _id: '923'
doi: 10.1145/3731443.3771359
language:
- iso: eng
publication: Proceedings of the Knowledge Capture Conference 2025
publication_status: published
publisher: ACM
status: public
title: Explainable Benchmarking through the Lense of Concept Learning
type: conference
user_id: '67199'
year: '2025'
...
---
_id: '56983'
abstract:
- lang: eng
  text: Detecting the veracity of a statement automatically is a challenge the world
    is grappling with due to the vast amount of data spread across the web. Verifying
    a given claim typically entails validating it within the framework of supporting
    evidence like a retrieved piece of text. Classifying the stance of the text with
    respect to the claim is called stance classification. Despite advancements in
    automated fact-checking, most systems still rely on a substantial quantity of
    labeled training data, which can be costly. In this work, we avoid the costly
    training or fine-tuning of models by reusing pre-trained large language models
    together with few-shot in-context learning. Since we do not train any model, our
    approach ExPrompt is lightweight, demands fewer resources than other stance classification
    methods and can serve as a modern baseline for future developments. At the same
    time, our evaluation shows that our approach is able to outperform former state-of-the-art
    stance classification approaches regarding accuracy by at least 2 percent. Our
    scripts and data used in this paper are available at https://github.com/dice-group/ExPrompt.
author:
- first_name: Umair
  full_name: Qudus, Umair
  id: '83392'
  last_name: Qudus
  orcid: 0000-0001-6714-8729
- first_name: Michael
  full_name: Röder, Michael
  id: '67199'
  last_name: Röder
  orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Daniel
  full_name: Vollmers, Daniel
  last_name: Vollmers
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Qudus U, Röder M, Vollmers D, Ngonga Ngomo A-C. ExPrompt: Augmenting Prompts
    Using Examples as Modern Baseline for Stance Classification. In: <i>Proceedings
    of the 33rd ACM International Conference on Information and Knowledge Management</i>.
    Vol 9. ACM; 2024:3994-3999. doi:<a href="https://doi.org/10.1145/3627673.3679923">10.1145/3627673.3679923</a>'
  apa: 'Qudus, U., Röder, M., Vollmers, D., &#38; Ngonga Ngomo, A.-C. (2024). ExPrompt:
    Augmenting Prompts Using Examples as Modern Baseline for Stance Classification.
    <i>Proceedings of the 33rd ACM International Conference on Information and Knowledge
    Management</i>, <i>9</i>, 3994–3999. <a href="https://doi.org/10.1145/3627673.3679923">https://doi.org/10.1145/3627673.3679923</a>'
  bibtex: '@inproceedings{Qudus_Röder_Vollmers_Ngonga Ngomo_2024, title={ExPrompt:
    Augmenting Prompts Using Examples as Modern Baseline for Stance Classification},
    volume={9}, DOI={<a href="https://doi.org/10.1145/3627673.3679923">10.1145/3627673.3679923</a>},
    booktitle={Proceedings of the 33rd ACM International Conference on Information
    and Knowledge Management}, publisher={ACM}, author={Qudus, Umair and Röder, Michael
    and Vollmers, Daniel and Ngonga Ngomo, Axel-Cyrille}, year={2024}, pages={3994–3999}
    }'
  chicago: 'Qudus, Umair, Michael Röder, Daniel Vollmers, and Axel-Cyrille Ngonga
    Ngomo. “ExPrompt: Augmenting Prompts Using Examples as Modern Baseline for Stance
    Classification.” In <i>Proceedings of the 33rd ACM International Conference on
    Information and Knowledge Management</i>, 9:3994–99. ACM, 2024. <a href="https://doi.org/10.1145/3627673.3679923">https://doi.org/10.1145/3627673.3679923</a>.'
  ieee: 'U. Qudus, M. Röder, D. Vollmers, and A.-C. Ngonga Ngomo, “ExPrompt: Augmenting
    Prompts Using Examples as Modern Baseline for Stance Classification,” in <i>Proceedings
    of the 33rd ACM International Conference on Information and Knowledge Management</i>,
    Boise, ID, USA, 2024, vol. 9, pp. 3994–3999, doi: <a href="https://doi.org/10.1145/3627673.3679923">10.1145/3627673.3679923</a>.'
  mla: 'Qudus, Umair, et al. “ExPrompt: Augmenting Prompts Using Examples as Modern
    Baseline for Stance Classification.” <i>Proceedings of the 33rd ACM International
    Conference on Information and Knowledge Management</i>, vol. 9, ACM, 2024, pp.
    3994–99, doi:<a href="https://doi.org/10.1145/3627673.3679923">10.1145/3627673.3679923</a>.'
  short: 'U. Qudus, M. Röder, D. Vollmers, A.-C. Ngonga Ngomo, in: Proceedings of
    the 33rd ACM International Conference on Information and Knowledge Management,
    ACM, 2024, pp. 3994–3999.'
conference:
  end_date: 2024-10-25
  location: Boise, ID, USA
  name: 'CIKM ''24: Proceedings of the 33rd ACM International Conference on Information
    and Knowledge Management'
  start_date: 2024-10-21
date_created: 2024-11-11T13:15:25Z
date_updated: 2025-09-11T09:49:07Z
ddc:
- '006'
doi: 10.1145/3627673.3679923
file:
- access_level: closed
  content_type: application/pdf
  creator: uqudus
  date_created: 2024-11-11T13:24:19Z
  date_updated: 2024-11-11T13:24:19Z
  file_id: '56984'
  file_name: public.pdf
  file_size: 531579
  relation: main_file
  success: 1
file_date_updated: 2024-11-11T13:24:19Z
has_accepted_license: '1'
intvolume: '         9'
keyword:
- Stance Classification
- Few-shot in-context learning
- Pre-trained large language models
language:
- iso: eng
main_file_link:
- url: https://dl.acm.org/doi/10.1145/3627673.3679923
page: 3994 - 3999
popular_science: '1'
project:
- _id: '412'
  name: 'NEBULA: Nutzerzentrierte KI-basierte Erkennung von Fake-News und Fehlinformationen'
publication: Proceedings of the 33rd ACM International Conference on Information and
  Knowledge Management
publication_identifier:
  isbn:
  - 79-8-4007-0436-9/24/10
publication_status: published
publisher: ACM
quality_controlled: '1'
status: public
title: 'ExPrompt: Augmenting Prompts Using Examples as Modern Baseline for Stance
  Classification'
type: conference
user_id: '83392'
volume: 9
year: '2024'
...
---
_id: '57240'
abstract:
- lang: eng
  text: Validating assertions before adding them to a knowledge graph is an essential
    part of its creation and maintenance. Due to the sheer size of knowledge graphs,
    automatic fact-checking approaches have been developed. These approaches rely
    on reference knowledge to decide whether a given assertion is correct. Recent
    hybrid approaches achieve good results by including several knowledge sources.
    However, it is often impractical to provide a sheer quantity of textual knowledge
    or generate embedding models to leverage these hybrid approaches. We present FaVEL,
    an approach that uses algorithm selection and ensemble learning to amalgamate
    several existing fact-checking approaches that rely solely on a reference knowledge
    graph and, hence, use fewer resources than current hybrid approaches. For our
    evaluation, we create updated versions of two existing datasets and a new dataset
    dubbed FaVEL-DS. Our evaluation compares our approach to 15 fact-checking approaches—including
    the state-of-the-art approach HybridFC—on 3 datasets. Our results demonstrate
    that FaVEL outperforms all other approaches significantly by at least 0.04 in
    terms of the area under the ROC curve. Our source code, datasets, and evaluation
    results are open-source and can be found at https://github.com/dice-group/favel.
author:
- first_name: Umair
  full_name: Qudus, Umair
  id: '83392'
  last_name: Qudus
  orcid: 0000-0001-6714-8729
- first_name: Michael
  full_name: Röder, Michael
  id: '67199'
  last_name: Röder
  orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Franck Lionel
  full_name: Tatkeu Pekarou, Franck Lionel
  last_name: Tatkeu Pekarou
- first_name: Ana Alexandra
  full_name: Morim da Silva, Ana Alexandra
  id: '72108'
  last_name: Morim da Silva
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Qudus U, Röder M, Tatkeu Pekarou FL, Morim da Silva AA, Ngonga Ngomo A-C.
    FaVEL: Fact Validation Ensemble Learning. In: Rospocher M, Mehwish Alam, eds.
    <i>EKAW 2024</i>. ; 2024.'
  apa: 'Qudus, U., Röder, M., Tatkeu Pekarou, F. L., Morim da Silva, A. A., &#38;
    Ngonga Ngomo, A.-C. (2024). FaVEL: Fact Validation Ensemble Learning. In M. Rospocher
    &#38; Mehwish Alam (Eds.), <i>EKAW 2024</i>.'
  bibtex: '@inproceedings{Qudus_Röder_Tatkeu Pekarou_Morim da Silva_Ngonga Ngomo_2024,
    title={FaVEL: Fact Validation Ensemble Learning}, booktitle={EKAW 2024}, author={Qudus,
    Umair and Röder, Michael and Tatkeu Pekarou, Franck Lionel and Morim da Silva,
    Ana Alexandra and Ngonga Ngomo, Axel-Cyrille}, editor={Rospocher, Marco and Mehwish
    Alam}, year={2024} }'
  chicago: 'Qudus, Umair, Michael Röder, Franck Lionel Tatkeu Pekarou, Ana Alexandra
    Morim da Silva, and Axel-Cyrille Ngonga Ngomo. “FaVEL: Fact Validation Ensemble
    Learning.” In <i>EKAW 2024</i>, edited by Marco Rospocher and Mehwish Alam, 2024.'
  ieee: 'U. Qudus, M. Röder, F. L. Tatkeu Pekarou, A. A. Morim da Silva, and A.-C.
    Ngonga Ngomo, “FaVEL: Fact Validation Ensemble Learning,” in <i>EKAW 2024</i>,
    Amsterdam, Netherlands, 2024.'
  mla: 'Qudus, Umair, et al. “FaVEL: Fact Validation Ensemble Learning.” <i>EKAW 2024</i>,
    edited by Marco Rospocher and Mehwish Alam, 2024.'
  short: 'U. Qudus, M. Röder, F.L. Tatkeu Pekarou, A.A. Morim da Silva, A.-C. Ngonga
    Ngomo, in: M. Rospocher, Mehwish Alam (Eds.), EKAW 2024, 2024.'
conference:
  end_date: 2024-11-28
  location: Amsterdam, Netherlands
  name: 24th International Conference on Knowledge Engineering and Knowledge Management
  start_date: 2024-11-26
corporate_editor:
- Mehwish Alam
date_created: 2024-11-19T14:12:49Z
date_updated: 2025-09-11T09:48:12Z
ddc:
- '600'
department:
- _id: '34'
editor:
- first_name: Marco
  full_name: Rospocher, Marco
  last_name: Rospocher
file:
- access_level: closed
  content_type: application/pdf
  creator: uqudus
  date_created: 2024-11-19T14:14:14Z
  date_updated: 2024-11-19T14:14:14Z
  file_id: '57241'
  file_name: favel.pdf
  file_size: 190661
  relation: main_file
  success: 1
file_date_updated: 2024-11-19T14:14:14Z
has_accepted_license: '1'
keyword:
- fact checking
- ensemble learning
- transfer learning
- knowledge management.
language:
- iso: eng
popular_science: '1'
project:
- _id: '412'
  name: 'NEBULA: Nutzerzentrierte KI-basierte Erkennung von Fake-News und Fehlinformationen'
- _id: '285'
  name: 'SAIL: SAIL - Nachhaltiger Lebenszyklus von intelligenten soziotechnischen
    Systemen'
- _id: '410'
  name: 'KnowGraphs: KnowGraphs: Knowledge Graphs at Scale'
publication: EKAW 2024
quality_controlled: '1'
status: public
title: 'FaVEL: Fact Validation Ensemble Learning'
type: conference
user_id: '83392'
year: '2024'
...
---
_id: '57278'
author:
- first_name: Ana Alexandra
  full_name: Morim da Silva, Ana Alexandra
  id: '72108'
  last_name: Morim da Silva
- first_name: Nikit
  full_name: Srivastava, Nikit
  id: '70066'
  last_name: Srivastava
  orcid: 0009-0004-5164-4911
- first_name: Tatiana
  full_name: Moteu Ngoli, Tatiana
  id: '99174'
  last_name: Moteu Ngoli
- first_name: Michael
  full_name: Röder, Michael
  id: '67199'
  last_name: Röder
  orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Diego
  full_name: Moussallem, Diego
  id: '71635'
  last_name: Moussallem
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Morim da Silva AA, Srivastava N, Moteu Ngoli T, Röder M, Moussallem D, Ngonga
    Ngomo A-C. Benchmarking Low-Resource Machine Translation Systems. In: <i>Proceedings
    of the Seventh Workshop on Technologies for Machine Translation of Low-Resource
    Languages (LoResMT 2024)</i>. Association for Computational Linguistics; 2024.
    doi:<a href="https://doi.org/10.18653/v1/2024.loresmt-1.18">10.18653/v1/2024.loresmt-1.18</a>'
  apa: Morim da Silva, A. A., Srivastava, N., Moteu Ngoli, T., Röder, M., Moussallem,
    D., &#38; Ngonga Ngomo, A.-C. (2024). Benchmarking Low-Resource Machine Translation
    Systems. <i>Proceedings of the Seventh Workshop on Technologies for Machine Translation
    of Low-Resource Languages (LoResMT 2024)</i>. <a href="https://doi.org/10.18653/v1/2024.loresmt-1.18">https://doi.org/10.18653/v1/2024.loresmt-1.18</a>
  bibtex: '@inproceedings{Morim da Silva_Srivastava_Moteu Ngoli_Röder_Moussallem_Ngonga
    Ngomo_2024, title={Benchmarking Low-Resource Machine Translation Systems}, DOI={<a
    href="https://doi.org/10.18653/v1/2024.loresmt-1.18">10.18653/v1/2024.loresmt-1.18</a>},
    booktitle={Proceedings of the Seventh Workshop on Technologies for Machine Translation
    of Low-Resource Languages (LoResMT 2024)}, publisher={Association for Computational
    Linguistics}, author={Morim da Silva, Ana Alexandra and Srivastava, Nikit and
    Moteu Ngoli, Tatiana and Röder, Michael and Moussallem, Diego and Ngonga Ngomo,
    Axel-Cyrille}, year={2024} }'
  chicago: Morim da Silva, Ana Alexandra, Nikit Srivastava, Tatiana Moteu Ngoli, Michael
    Röder, Diego Moussallem, and Axel-Cyrille Ngonga Ngomo. “Benchmarking Low-Resource
    Machine Translation Systems.” In <i>Proceedings of the Seventh Workshop on Technologies
    for Machine Translation of Low-Resource Languages (LoResMT 2024)</i>. Association
    for Computational Linguistics, 2024. <a href="https://doi.org/10.18653/v1/2024.loresmt-1.18">https://doi.org/10.18653/v1/2024.loresmt-1.18</a>.
  ieee: 'A. A. Morim da Silva, N. Srivastava, T. Moteu Ngoli, M. Röder, D. Moussallem,
    and A.-C. Ngonga Ngomo, “Benchmarking Low-Resource Machine Translation Systems,”
    2024, doi: <a href="https://doi.org/10.18653/v1/2024.loresmt-1.18">10.18653/v1/2024.loresmt-1.18</a>.'
  mla: Morim da Silva, Ana Alexandra, et al. “Benchmarking Low-Resource Machine Translation
    Systems.” <i>Proceedings of the Seventh Workshop on Technologies for Machine Translation
    of Low-Resource Languages (LoResMT 2024)</i>, Association for Computational Linguistics,
    2024, doi:<a href="https://doi.org/10.18653/v1/2024.loresmt-1.18">10.18653/v1/2024.loresmt-1.18</a>.
  short: 'A.A. Morim da Silva, N. Srivastava, T. Moteu Ngoli, M. Röder, D. Moussallem,
    A.-C. Ngonga Ngomo, in: Proceedings of the Seventh Workshop on Technologies for
    Machine Translation of Low-Resource Languages (LoResMT 2024), Association for
    Computational Linguistics, 2024.'
date_created: 2024-11-20T10:41:16Z
date_updated: 2025-12-02T19:29:53Z
doi: 10.18653/v1/2024.loresmt-1.18
language:
- iso: eng
publication: Proceedings of the Seventh Workshop on Technologies for Machine Translation
  of Low-Resource Languages (LoResMT 2024)
publication_status: published
publisher: Association for Computational Linguistics
status: public
title: Benchmarking Low-Resource Machine Translation Systems
type: conference
user_id: '70066'
year: '2024'
...
---
_id: '50797'
author:
- first_name: Michael
  full_name: Röder, Michael
  id: '67199'
  last_name: Röder
  orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Denis
  full_name: Kuchelev, Denis
  id: '70842'
  last_name: Kuchelev
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Röder M, Kuchelev D, Ngonga Ngomo A-C. A Topic Model for the Data Web. In:
    Ortiz-Rodriguez F, Villazón-Terrazas B, Tiwari S, Bobed C, eds. <i>Knowledge Graphs
    and Semantic Web</i>. Springer Nature Switzerland; 2023:183–198. doi:<a href="https://doi.org/10.1007/978-3-031-47745-4_14">10.1007/978-3-031-47745-4_14</a>'
  apa: Röder, M., Kuchelev, D., &#38; Ngonga Ngomo, A.-C. (2023). A Topic Model for
    the Data Web. In F. Ortiz-Rodriguez, B. Villazón-Terrazas, S. Tiwari, &#38; C.
    Bobed (Eds.), <i>Knowledge Graphs and Semantic Web</i> (pp. 183–198). Springer
    Nature Switzerland. <a href="https://doi.org/10.1007/978-3-031-47745-4_14">https://doi.org/10.1007/978-3-031-47745-4_14</a>
  bibtex: '@inproceedings{Röder_Kuchelev_Ngonga Ngomo_2023, place={Cham}, title={A
    Topic Model for the Data Web}, DOI={<a href="https://doi.org/10.1007/978-3-031-47745-4_14">10.1007/978-3-031-47745-4_14</a>},
    booktitle={Knowledge Graphs and Semantic Web}, publisher={Springer Nature Switzerland},
    author={Röder, Michael and Kuchelev, Denis and Ngonga Ngomo, Axel-Cyrille}, editor={Ortiz-Rodriguez,
    Fernando and Villazón-Terrazas, Boris and Tiwari, Sanju and Bobed, Carlos}, year={2023},
    pages={183–198} }'
  chicago: 'Röder, Michael, Denis Kuchelev, and Axel-Cyrille Ngonga Ngomo. “A Topic
    Model for the Data Web.” In <i>Knowledge Graphs and Semantic Web</i>, edited by
    Fernando Ortiz-Rodriguez, Boris Villazón-Terrazas, Sanju Tiwari, and Carlos Bobed,
    183–198. Cham: Springer Nature Switzerland, 2023. <a href="https://doi.org/10.1007/978-3-031-47745-4_14">https://doi.org/10.1007/978-3-031-47745-4_14</a>.'
  ieee: 'M. Röder, D. Kuchelev, and A.-C. Ngonga Ngomo, “A Topic Model for the Data
    Web,” in <i>Knowledge Graphs and Semantic Web</i>, 2023, pp. 183–198, doi: <a
    href="https://doi.org/10.1007/978-3-031-47745-4_14">10.1007/978-3-031-47745-4_14</a>.'
  mla: Röder, Michael, et al. “A Topic Model for the Data Web.” <i>Knowledge Graphs
    and Semantic Web</i>, edited by Fernando Ortiz-Rodriguez et al., Springer Nature
    Switzerland, 2023, pp. 183–198, doi:<a href="https://doi.org/10.1007/978-3-031-47745-4_14">10.1007/978-3-031-47745-4_14</a>.
  short: 'M. Röder, D. Kuchelev, A.-C. Ngonga Ngomo, in: F. Ortiz-Rodriguez, B. Villazón-Terrazas,
    S. Tiwari, C. Bobed (Eds.), Knowledge Graphs and Semantic Web, Springer Nature
    Switzerland, Cham, 2023, pp. 183–198.'
date_created: 2024-01-23T11:39:58Z
date_updated: 2024-06-04T09:59:50Z
department:
- _id: '574'
- _id: '923'
doi: 10.1007/978-3-031-47745-4_14
editor:
- first_name: Fernando
  full_name: Ortiz-Rodriguez, Fernando
  last_name: Ortiz-Rodriguez
- first_name: Boris
  full_name: Villazón-Terrazas, Boris
  last_name: Villazón-Terrazas
- first_name: Sanju
  full_name: Tiwari, Sanju
  last_name: Tiwari
- first_name: Carlos
  full_name: Bobed, Carlos
  last_name: Bobed
keyword:
- sail dice roeder kuchelev ngonga
language:
- iso: eng
page: 183–198
place: Cham
publication: Knowledge Graphs and Semantic Web
publication_identifier:
  isbn:
  - 978-3-031-47745-4
publisher: Springer Nature Switzerland
status: public
title: A Topic Model for the Data Web
type: conference
user_id: '67199'
year: '2023'
...
---
_id: '54607'
author:
- first_name: Michael
  full_name: Röder, Michael
  id: '67199'
  last_name: Röder
  orcid: https://orcid.org/0000-0002-8609-8277
citation:
  ama: Röder M. <i>Automating the Discovery of Linking Candidates</i>. Paderborn University;
    2023. doi:<a href="https://doi.org/10.17619/UNIPB/1-1666">10.17619/UNIPB/1-1666</a>
  apa: Röder, M. (2023). <i>Automating the Discovery of Linking Candidates</i>. Paderborn
    University. <a href="https://doi.org/10.17619/UNIPB/1-1666">https://doi.org/10.17619/UNIPB/1-1666</a>
  bibtex: '@book{Röder_2023, title={Automating the Discovery of Linking Candidates},
    DOI={<a href="https://doi.org/10.17619/UNIPB/1-1666">10.17619/UNIPB/1-1666</a>},
    publisher={Paderborn University}, author={Röder, Michael}, year={2023} }'
  chicago: Röder, Michael. <i>Automating the Discovery of Linking Candidates</i>.
    Paderborn University, 2023. <a href="https://doi.org/10.17619/UNIPB/1-1666">https://doi.org/10.17619/UNIPB/1-1666</a>.
  ieee: M. Röder, <i>Automating the Discovery of Linking Candidates</i>. Paderborn
    University, 2023.
  mla: Röder, Michael. <i>Automating the Discovery of Linking Candidates</i>. Paderborn
    University, 2023, doi:<a href="https://doi.org/10.17619/UNIPB/1-1666">10.17619/UNIPB/1-1666</a>.
  short: M. Röder, Automating the Discovery of Linking Candidates, Paderborn University,
    2023.
date_created: 2024-06-04T15:26:43Z
date_updated: 2024-06-04T15:28:09Z
department:
- _id: '574'
- _id: '923'
doi: 10.17619/UNIPB/1-1666
keyword:
- dice roeder
language:
- iso: eng
publication_status: published
publisher: Paderborn University
status: public
supervisor:
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
title: Automating the Discovery of Linking Candidates
type: dissertation
user_id: '67199'
year: '2023'
...
---
_id: '50796'
abstract:
- lang: eng
  text: "Verifying assertions is an essential part of creating and maintaining knowledge
    graphs. Most often, this task cannot be carried out manually due to the sheer
    size of modern knowledge graphs. Hence, automatic fact-checking approaches have
    been proposed over the last decade. These approaches aim to compute automatically
    whether a given assertion is correct or incorrect. However, most fact-checking
    approaches are binary classifiers that fail to consider the volatility of some
    assertions, i.e., the fact that such assertions are only valid at certain times
    or for specific time intervals. Moreover, the few approaches able to predict when
    an assertion was valid (i.e., time-point prediction approaches) rely on manual
    feature engineering. This paper presents T EMPORAL FC, a temporal fact-checking
    approach that uses multiple sources of background knowledge to assess the veracity
    and temporal validity of a given assertion. We evaluate T EMPORAL FC\r\non two
    datasets and compare it to the state of the art in fact-checking and time-point
    prediction. Our results suggest that T EMPORAL FC outperforms the state of the
    art on the fact-checking task by 0.13 to 0.15 in terms of Area Under the\r\nReceiver
    Operating Characteristic curve and on the time-point prediction task by 0.25 to
    0.27 in terms of Mean Reciprocal Rank. Our code is open-source and can be found
    at https://github.com/dice-group/TemporalFC."
author:
- first_name: Umair
  full_name: Qudus, Umair
  id: '83392'
  last_name: Qudus
  orcid: 0000-0001-6714-8729
- first_name: Michael
  full_name: Röder, Michael
  id: '67199'
  last_name: Röder
  orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Sabrina
  full_name: Kirrane, Sabrina
  last_name: Kirrane
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Qudus U, Röder M, Kirrane S, Ngonga Ngomo A-C. TemporalFC: A Temporal Fact
    Checking approach over Knowledge Graphs. In: R. Payne T, Presutti V, Qi G, et
    al., eds. <i>The Semantic Web – ISWC 2023</i>. Vol 14265. Lecture Notes in Computer
    Science. Springer International Publishing; 2023:465–483. doi:<a href="https://doi.org/10.1007/978-3-031-47240-4_25">10.1007/978-3-031-47240-4_25</a>'
  apa: 'Qudus, U., Röder, M., Kirrane, S., &#38; Ngonga Ngomo, A.-C. (2023). TemporalFC:
    A Temporal Fact Checking approach over Knowledge Graphs. In T. R. Payne, V. Presutti,
    G. Qi, M. Poveda-Villalónt, G. Stoilos, L. Hollink, Z. Kaoudi, G. Cheng, &#38;
    J. Li (Eds.), <i>The Semantic Web – ISWC 2023</i> (Vol. 14265, pp. 465–483). Springer
    International Publishing. <a href="https://doi.org/10.1007/978-3-031-47240-4_25">https://doi.org/10.1007/978-3-031-47240-4_25</a>'
  bibtex: '@inproceedings{Qudus_Röder_Kirrane_Ngonga Ngomo_2023, place={Cham}, series={Lecture
    Notes in Computer Science}, title={TemporalFC: A Temporal Fact Checking approach
    over Knowledge Graphs}, volume={14265}, DOI={<a href="https://doi.org/10.1007/978-3-031-47240-4_25">10.1007/978-3-031-47240-4_25</a>},
    booktitle={The Semantic Web – ISWC 2023}, publisher={Springer International Publishing},
    author={Qudus, Umair and Röder, Michael and Kirrane, Sabrina and Ngonga Ngomo,
    Axel-Cyrille}, editor={R. Payne, Terry and Presutti, Valentina and Qi, Guilin
    and Poveda-Villalónt, María and Stoilos, Giorgos and Hollink, Laura and Kaoudi,
    Zoi and Cheng, Gong and Li, Juanzi}, year={2023}, pages={465–483}, collection={Lecture
    Notes in Computer Science} }'
  chicago: 'Qudus, Umair, Michael Röder, Sabrina Kirrane, and Axel-Cyrille Ngonga
    Ngomo. “TemporalFC: A Temporal Fact Checking Approach over Knowledge Graphs.”
    In <i>The Semantic Web – ISWC 2023</i>, edited by Terry R. Payne, Valentina Presutti,
    Guilin Qi, María Poveda-Villalónt, Giorgos Stoilos, Laura Hollink, Zoi Kaoudi,
    Gong Cheng, and Juanzi Li, 14265:465–483. Lecture Notes in Computer Science. Cham:
    Springer International Publishing, 2023. <a href="https://doi.org/10.1007/978-3-031-47240-4_25">https://doi.org/10.1007/978-3-031-47240-4_25</a>.'
  ieee: 'U. Qudus, M. Röder, S. Kirrane, and A.-C. Ngonga Ngomo, “TemporalFC: A Temporal
    Fact Checking approach over Knowledge Graphs,” in <i>The Semantic Web – ISWC 2023</i>,
    2023, vol. 14265, pp. 465–483, doi: <a href="https://doi.org/10.1007/978-3-031-47240-4_25">10.1007/978-3-031-47240-4_25</a>.'
  mla: 'Qudus, Umair, et al. “TemporalFC: A Temporal Fact Checking Approach over Knowledge
    Graphs.” <i>The Semantic Web – ISWC 2023</i>, edited by Terry R. Payne et al.,
    vol. 14265, Springer International Publishing, 2023, pp. 465–483, doi:<a href="https://doi.org/10.1007/978-3-031-47240-4_25">10.1007/978-3-031-47240-4_25</a>.'
  short: 'U. Qudus, M. Röder, S. Kirrane, A.-C. Ngonga Ngomo, in: T. R. Payne, V.
    Presutti, G. Qi, M. Poveda-Villalónt, G. Stoilos, L. Hollink, Z. Kaoudi, G. Cheng,
    J. Li (Eds.), The Semantic Web – ISWC 2023, Springer International Publishing,
    Cham, 2023, pp. 465–483.'
date_created: 2024-01-23T11:38:26Z
date_updated: 2025-09-11T09:34:39Z
ddc:
- '006'
doi: 10.1007/978-3-031-47240-4_25
editor:
- first_name: Terry
  full_name: R. Payne, Terry
  last_name: R. Payne
- first_name: Valentina
  full_name: Presutti, Valentina
  last_name: Presutti
- first_name: Guilin
  full_name: Qi, Guilin
  last_name: Qi
- first_name: María
  full_name: Poveda-Villalónt, María
  last_name: Poveda-Villalónt
- first_name: Giorgos
  full_name: Stoilos, Giorgos
  last_name: Stoilos
- first_name: Laura
  full_name: Hollink, Laura
  last_name: Hollink
- first_name: Zoi
  full_name: Kaoudi, Zoi
  last_name: Kaoudi
- first_name: Gong
  full_name: Cheng, Gong
  last_name: Cheng
- first_name: Juanzi
  full_name: Li, Juanzi
  last_name: Li
file:
- access_level: closed
  content_type: application/pdf
  creator: uqudus
  date_created: 2025-09-11T09:33:14Z
  date_updated: 2025-09-11T09:33:14Z
  file_id: '61196'
  file_name: temporalfcc.pdf
  file_size: 1938151
  relation: main_file
  success: 1
file_date_updated: 2025-09-11T09:33:14Z
has_accepted_license: '1'
intvolume: '     14265'
keyword:
- knowgraphs enexa sail nebulaproject dice ngonga saleem roeder qudus
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://papers.dice-research.org/2023/ISWC_TemporalFC/public.pdf
oa: '1'
page: 465–483
place: Cham
popular_science: '1'
publication: The Semantic Web – ISWC 2023
publisher: Springer International Publishing
quality_controlled: '1'
series_title: Lecture Notes in Computer Science
status: public
title: 'TemporalFC: A Temporal Fact Checking approach over Knowledge Graphs'
type: conference
user_id: '83392'
volume: 14265
year: '2023'
...
---
_id: '32509'
abstract:
- lang: eng
  text: " We consider fact-checking approaches that aim to predict the veracity of
    assertions in knowledge graphs. Five main categories of fact-checking approaches
    for knowledge graphs have been proposed in the recent literature, of\r\nwhich
    each is subject to partially overlapping limitations. In particular, current text-based
    approaches are limited by manual feature engineering. Path-based and rule-based
    approaches are limited by their exclusive use of knowledge graphs as background
    knowledge, and embedding-based approaches suffer from low accuracy scores on current
    fact-checking tasks. We propose a hybrid approach—dubbed HybridFC—that exploits
    the diversity of existing categories of fact-checking approaches within an ensemble
    learning setting to achieve a significantly better prediction performance. In
    particular, our approach outperforms the state of the art by 0.14 to 0.27 in terms
    of Area Under the Receiver Operating Characteristic curve on the FactBench dataset.
    Our code is open-source and can be found at https://github.com/dice-group/HybridFC."
author:
- first_name: Umair
  full_name: Qudus, Umair
  id: '83392'
  last_name: Qudus
  orcid: 0000-0001-6714-8729
- first_name: Michael
  full_name: Röder, Michael
  id: '67199'
  last_name: Röder
  orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Muhammad
  full_name: Saleem, Muhammad
  last_name: Saleem
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Qudus U, Röder M, Saleem M, Ngonga Ngomo A-C. HybridFC: A Hybrid Fact-Checking
    Approach for Knowledge Graphs. In: Sattler U, Hogan A, Keet M, Presutti V, eds.
    <i>The Semantic Web -- ISWC 2022</i>. Springer International Publishing; :462--480.
    doi:<a href="https://doi.org/10.1007/978-3-031-19433-7_27">10.1007/978-3-031-19433-7_27</a>'
  apa: 'Qudus, U., Röder, M., Saleem, M., &#38; Ngonga Ngomo, A.-C. (n.d.). HybridFC:
    A Hybrid Fact-Checking Approach for Knowledge Graphs. In U. Sattler, A. Hogan,
    M. Keet, &#38; V. Presutti (Eds.), <i>The Semantic Web -- ISWC 2022</i> (pp. 462--480).
    Springer International Publishing. <a href="https://doi.org/10.1007/978-3-031-19433-7_27">https://doi.org/10.1007/978-3-031-19433-7_27</a>'
  bibtex: '@inproceedings{Qudus_Röder_Saleem_Ngonga Ngomo, place={Cham}, title={HybridFC:
    A Hybrid Fact-Checking Approach for Knowledge Graphs}, DOI={<a href="https://doi.org/10.1007/978-3-031-19433-7_27">10.1007/978-3-031-19433-7_27</a>},
    booktitle={The Semantic Web -- ISWC 2022}, publisher={Springer International Publishing},
    author={Qudus, Umair and Röder, Michael and Saleem, Muhammad and Ngonga Ngomo,
    Axel-Cyrille}, editor={Sattler, Ulrike and Hogan, Aidan and Keet, Maria and Presutti,
    Valentina}, pages={462--480} }'
  chicago: 'Qudus, Umair, Michael Röder, Muhammad Saleem, and Axel-Cyrille Ngonga
    Ngomo. “HybridFC: A Hybrid Fact-Checking Approach for Knowledge Graphs.” In <i>The
    Semantic Web -- ISWC 2022</i>, edited by Ulrike Sattler, Aidan Hogan, Maria Keet,
    and Valentina Presutti, 462--480. Cham: Springer International Publishing, n.d.
    <a href="https://doi.org/10.1007/978-3-031-19433-7_27">https://doi.org/10.1007/978-3-031-19433-7_27</a>.'
  ieee: 'U. Qudus, M. Röder, M. Saleem, and A.-C. Ngonga Ngomo, “HybridFC: A Hybrid
    Fact-Checking Approach for Knowledge Graphs,” in <i>The Semantic Web -- ISWC 2022</i>,
    Hanghzou, China, pp. 462--480, doi: <a href="https://doi.org/10.1007/978-3-031-19433-7_27">10.1007/978-3-031-19433-7_27</a>.'
  mla: 'Qudus, Umair, et al. “HybridFC: A Hybrid Fact-Checking Approach for Knowledge
    Graphs.” <i>The Semantic Web -- ISWC 2022</i>, edited by Ulrike Sattler et al.,
    Springer International Publishing, pp. 462--480, doi:<a href="https://doi.org/10.1007/978-3-031-19433-7_27">10.1007/978-3-031-19433-7_27</a>.'
  short: 'U. Qudus, M. Röder, M. Saleem, A.-C. Ngonga Ngomo, in: U. Sattler, A. Hogan,
    M. Keet, V. Presutti (Eds.), The Semantic Web -- ISWC 2022, Springer International
    Publishing, Cham, n.d., pp. 462--480.'
conference:
  end_date: 2022-10-27
  location: Hanghzou, China
  name: International Semantic Web Conference (ISWC)
  start_date: 2022-10-23
date_created: 2022-08-02T11:56:03Z
date_updated: 2025-09-11T09:37:16Z
ddc:
- '000'
department:
- _id: '34'
doi: 10.1007/978-3-031-19433-7_27
editor:
- first_name: Ulrike
  full_name: Sattler, Ulrike
  last_name: Sattler
- first_name: Aidan
  full_name: Hogan, Aidan
  last_name: Hogan
- first_name: Maria
  full_name: Keet, Maria
  last_name: Keet
- first_name: Valentina
  full_name: Presutti, Valentina
  last_name: Presutti
file:
- access_level: closed
  content_type: application/pdf
  creator: uqudus
  date_created: 2022-12-22T15:45:29Z
  date_updated: 2022-12-22T15:45:29Z
  file_id: '34853'
  file_name: hybrid_fact_check_iswc2022.pdf
  file_size: 296218
  relation: main_file
  success: 1
file_date_updated: 2022-12-22T15:45:29Z
has_accepted_license: '1'
keyword:
- fact checking · ensemble learning · knowledge graph veracit
language:
- iso: eng
page: 462--480
place: Cham
popular_science: '1'
project:
- _id: '410'
  name: 'KnowGraphs: KnowGraphs: Knowledge Graphs at Scale'
publication: The Semantic Web -- ISWC 2022
publication_identifier:
  isbn:
  - 978-3-031-19433-7
publication_status: accepted
publisher: Springer International Publishing
quality_controlled: '1'
status: public
title: 'HybridFC: A Hybrid Fact-Checking Approach for Knowledge Graphs'
type: conference
user_id: '83392'
year: '2022'
...
---
_id: '57287'
author:
- first_name: Zafar Habeeb
  full_name: Syed, Zafar Habeeb
  last_name: Syed
- first_name: Nikit
  full_name: Srivastava, Nikit
  id: '70066'
  last_name: Srivastava
  orcid: 0009-0004-5164-4911
- first_name: Michael
  full_name: Röder, Michael
  id: '67199'
  last_name: Röder
  orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Syed ZH, Srivastava N, Röder M, Ngonga Ngomo A-C. COPAAL – An Interface for
    Explaining Facts using Corroborative Paths. In: Suárez-Figueroa MC, Cheng G, Gentile
    AL, Guéret C, Keet M, Bernstein A, eds. <i>Proceedings of the ISWC 2019 Satellite
    Tracks (Posters &#38; Demonstrations, Industry, and Outrageous Ideas)</i>. Vol
    2456. Springer International Publishing; 2019:201–204.'
  apa: Syed, Z. H., Srivastava, N., Röder, M., &#38; Ngonga Ngomo, A.-C. (2019). COPAAL
    – An Interface for Explaining Facts using Corroborative Paths. In M. C. Suárez-Figueroa,
    G. Cheng, A. L. Gentile, C. Guéret, M. Keet, &#38; A. Bernstein (Eds.), <i>Proceedings
    of the ISWC 2019 Satellite Tracks (Posters &#38; Demonstrations, Industry, and
    Outrageous Ideas)</i> (Vol. 2456, pp. 201–204). Springer International Publishing.
  bibtex: '@inproceedings{Syed_Srivastava_Röder_Ngonga Ngomo_2019, title={COPAAL –
    An Interface for Explaining Facts using Corroborative Paths}, volume={2456}, booktitle={Proceedings
    of the ISWC 2019 Satellite Tracks (Posters &#38; Demonstrations, Industry, and
    Outrageous Ideas)}, publisher={Springer International Publishing}, author={Syed,
    Zafar Habeeb and Srivastava, Nikit and Röder, Michael and Ngonga Ngomo, Axel-Cyrille},
    editor={Suárez-Figueroa, Mari Carmen and Cheng, Gong and Gentile, Anna Lisa and
    Guéret, Christophe and Keet, Maria and Bernstein, Abraham}, year={2019}, pages={201–204}
    }'
  chicago: Syed, Zafar Habeeb, Nikit Srivastava, Michael Röder, and Axel-Cyrille Ngonga
    Ngomo. “COPAAL – An Interface for Explaining Facts Using Corroborative Paths.”
    In <i>Proceedings of the ISWC 2019 Satellite Tracks (Posters &#38; Demonstrations,
    Industry, and Outrageous Ideas)</i>, edited by Mari Carmen Suárez-Figueroa, Gong
    Cheng, Anna Lisa Gentile, Christophe Guéret, Maria Keet, and Abraham Bernstein,
    2456:201–204. Springer International Publishing, 2019.
  ieee: Z. H. Syed, N. Srivastava, M. Röder, and A.-C. Ngonga Ngomo, “COPAAL – An
    Interface for Explaining Facts using Corroborative Paths,” in <i>Proceedings of
    the ISWC 2019 Satellite Tracks (Posters &#38; Demonstrations, Industry, and Outrageous
    Ideas)</i>, 2019, vol. 2456, pp. 201–204.
  mla: Syed, Zafar Habeeb, et al. “COPAAL – An Interface for Explaining Facts Using
    Corroborative Paths.” <i>Proceedings of the ISWC 2019 Satellite Tracks (Posters
    &#38; Demonstrations, Industry, and Outrageous Ideas)</i>, edited by Mari Carmen
    Suárez-Figueroa et al., vol. 2456, Springer International Publishing, 2019, pp.
    201–204.
  short: 'Z.H. Syed, N. Srivastava, M. Röder, A.-C. Ngonga Ngomo, in: M.C. Suárez-Figueroa,
    G. Cheng, A.L. Gentile, C. Guéret, M. Keet, A. Bernstein (Eds.), Proceedings of
    the ISWC 2019 Satellite Tracks (Posters &#38; Demonstrations, Industry, and Outrageous
    Ideas), Springer International Publishing, 2019, pp. 201–204.'
date_created: 2024-11-20T10:45:12Z
date_updated: 2024-11-20T10:52:37Z
editor:
- first_name: Mari Carmen
  full_name: Suárez-Figueroa, Mari Carmen
  last_name: Suárez-Figueroa
- first_name: Gong
  full_name: Cheng, Gong
  last_name: Cheng
- first_name: Anna Lisa
  full_name: Gentile, Anna Lisa
  last_name: Gentile
- first_name: Christophe
  full_name: Guéret, Christophe
  last_name: Guéret
- first_name: Maria
  full_name: Keet, Maria
  last_name: Keet
- first_name: Abraham
  full_name: Bernstein, Abraham
  last_name: Bernstein
intvolume: '      2456'
keyword:
- dice group_aksw ngonga roeder srivastava syed
language:
- iso: eng
page: 201–204
publication: Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations,
  Industry, and Outrageous Ideas)
publisher: Springer International Publishing
status: public
title: COPAAL – An Interface for Explaining Facts using Corroborative Paths
type: conference
user_id: '70066'
volume: 2456
year: '2019'
...
---
_id: '57286'
author:
- first_name: Rricha
  full_name: Jalota, Rricha
  id: '69526'
  last_name: Jalota
- first_name: Nikit
  full_name: Srivastava, Nikit
  id: '70066'
  last_name: Srivastava
  orcid: 0009-0004-5164-4911
- first_name: Daniel
  full_name: Vollmers, Daniel
  last_name: Vollmers
- first_name: René
  full_name: Speck, René
  id: '70843'
  last_name: Speck
- first_name: Michael
  full_name: Röder, Michael
  id: '67199'
  last_name: Röder
  orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Ricardo
  full_name: Usbeck, Ricardo
  last_name: Usbeck
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Jalota R, Srivastava N, Vollmers D, et al. Finding Datasets in Publications:
    The University of Paderborn Approach. In: <i>Rich Search and Discovery for Research
    Datasets</i>. SAGE Publications; 2019.'
  apa: 'Jalota, R., Srivastava, N., Vollmers, D., Speck, R., Röder, M., Usbeck, R.,
    &#38; Ngonga Ngomo, A.-C. (2019). Finding Datasets in Publications: The University
    of Paderborn Approach. In <i>Rich Search and Discovery for Research Datasets</i>.
    SAGE Publications.'
  bibtex: '@inbook{Jalota_Srivastava_Vollmers_Speck_Röder_Usbeck_Ngonga Ngomo_2019,
    title={Finding Datasets in Publications: The University of Paderborn Approach},
    booktitle={Rich Search and Discovery for Research Datasets}, publisher={SAGE Publications},
    author={Jalota, Rricha and Srivastava, Nikit and Vollmers, Daniel and Speck, René
    and Röder, Michael and Usbeck, Ricardo and Ngonga Ngomo, Axel-Cyrille}, year={2019}
    }'
  chicago: 'Jalota, Rricha, Nikit Srivastava, Daniel Vollmers, René Speck, Michael
    Röder, Ricardo Usbeck, and Axel-Cyrille Ngonga Ngomo. “Finding Datasets in Publications:
    The University of Paderborn Approach.” In <i>Rich Search and Discovery for Research
    Datasets</i>. SAGE Publications, 2019.'
  ieee: 'R. Jalota <i>et al.</i>, “Finding Datasets in Publications: The University
    of Paderborn Approach,” in <i>Rich Search and Discovery for Research Datasets</i>,
    SAGE Publications, 2019.'
  mla: 'Jalota, Rricha, et al. “Finding Datasets in Publications: The University of
    Paderborn Approach.” <i>Rich Search and Discovery for Research Datasets</i>, SAGE
    Publications, 2019.'
  short: 'R. Jalota, N. Srivastava, D. Vollmers, R. Speck, M. Röder, R. Usbeck, A.-C.
    Ngonga Ngomo, in: Rich Search and Discovery for Research Datasets, SAGE Publications,
    2019.'
date_created: 2024-11-20T10:44:54Z
date_updated: 2024-11-20T10:53:14Z
keyword:
- dice jalota ngonga roeder speck srivastava vollmers
language:
- iso: eng
publication: Rich Search and Discovery for Research Datasets
publisher: SAGE Publications
status: public
title: 'Finding Datasets in Publications: The University of Paderborn Approach'
type: book_chapter
user_id: '70066'
year: '2019'
...
---
_id: '57288'
author:
- first_name: René
  full_name: Speck, René
  id: '70843'
  last_name: Speck
- first_name: Michael
  full_name: Röder, Michael
  id: '67199'
  last_name: Röder
  orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Felix
  full_name: Conrads, Felix
  last_name: Conrads
- first_name: Hyndavi
  full_name: Rebba, Hyndavi
  last_name: Rebba
- first_name: Catherine Camilla
  full_name: Romiyo, Catherine Camilla
  last_name: Romiyo
- first_name: Gurudevi
  full_name: Salakki, Gurudevi
  last_name: Salakki
- first_name: Rutuja
  full_name: Suryawanshi, Rutuja
  last_name: Suryawanshi
- first_name: Danish
  full_name: Ahmed, Danish
  last_name: Ahmed
- first_name: Nikit
  full_name: Srivastava, Nikit
  id: '70066'
  last_name: Srivastava
  orcid: 0009-0004-5164-4911
- first_name: Mohit
  full_name: Mahajan, Mohit
  last_name: Mahajan
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Speck R, Röder M, Conrads F, et al. Open Knowledge Extraction Challenge 2018.
    In: <i>Semantic Web Evaluation Challenge</i>. Springer International Publishing;
    2018:39–51.'
  apa: Speck, R., Röder, M., Conrads, F., Rebba, H., Romiyo, C. C., Salakki, G., Suryawanshi,
    R., Ahmed, D., Srivastava, N., Mahajan, M., &#38; Ngonga Ngomo, A.-C. (2018).
    Open Knowledge Extraction Challenge 2018. <i>Semantic Web Evaluation Challenge</i>,
    39–51.
  bibtex: '@inproceedings{Speck_Röder_Conrads_Rebba_Romiyo_Salakki_Suryawanshi_Ahmed_Srivastava_Mahajan_et
    al._2018, title={Open Knowledge Extraction Challenge 2018}, booktitle={Semantic
    Web Evaluation Challenge}, publisher={Springer International Publishing}, author={Speck,
    René and Röder, Michael and Conrads, Felix and Rebba, Hyndavi and Romiyo, Catherine
    Camilla and Salakki, Gurudevi and Suryawanshi, Rutuja and Ahmed, Danish and Srivastava,
    Nikit and Mahajan, Mohit and et al.}, year={2018}, pages={39–51} }'
  chicago: Speck, René, Michael Röder, Felix Conrads, Hyndavi Rebba, Catherine Camilla
    Romiyo, Gurudevi Salakki, Rutuja Suryawanshi, et al. “Open Knowledge Extraction
    Challenge 2018.” In <i>Semantic Web Evaluation Challenge</i>, 39–51. Springer
    International Publishing, 2018.
  ieee: R. Speck <i>et al.</i>, “Open Knowledge Extraction Challenge 2018,” in <i>Semantic
    Web Evaluation Challenge</i>, 2018, pp. 39–51.
  mla: Speck, René, et al. “Open Knowledge Extraction Challenge 2018.” <i>Semantic
    Web Evaluation Challenge</i>, Springer International Publishing, 2018, pp. 39–51.
  short: 'R. Speck, M. Röder, F. Conrads, H. Rebba, C.C. Romiyo, G. Salakki, R. Suryawanshi,
    D. Ahmed, N. Srivastava, M. Mahajan, A.-C. Ngonga Ngomo, in: Semantic Web Evaluation
    Challenge, Springer International Publishing, 2018, pp. 39–51.'
date_created: 2024-11-20T10:45:26Z
date_updated: 2024-11-20T10:51:25Z
keyword:
- 2018 ahmed conrads dice fox group_aksw mahajan ngonga projecthobbit rebba roeder
  romiyo salakki simba speck srivastava suryawanshi
language:
- iso: eng
page: 39–51
publication: Semantic Web Evaluation Challenge
publisher: Springer International Publishing
status: public
title: Open Knowledge Extraction Challenge 2018
type: conference
user_id: '70066'
year: '2018'
...
---
_id: '55062'
author:
- first_name: Axel-Cyrille Ngonga
  full_name: Ngomo, Axel-Cyrille Ngonga
  last_name: Ngomo
- first_name: Michael
  full_name: Röder, Michael
  id: '67199'
  last_name: Röder
  orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Diego
  full_name: Moussallem, Diego
  id: '71635'
  last_name: Moussallem
- first_name: Ricardo
  full_name: Usbeck, Ricardo
  last_name: Usbeck
- first_name: René
  full_name: Speck, René
  id: '70843'
  last_name: Speck
citation:
  ama: 'Ngomo A-CN, Röder M, Moussallem D, Usbeck R, Speck R. BENGAL: an automatic
    benchmark generator for entity recognition and linking. <i>arXiv preprint arXiv:171008691</i>.
    Published online 2017.'
  apa: 'Ngomo, A.-C. N., Röder, M., Moussallem, D., Usbeck, R., &#38; Speck, R. (2017).
    BENGAL: an automatic benchmark generator for entity recognition and linking. <i>ArXiv
    Preprint ArXiv:1710.08691</i>.'
  bibtex: '@article{Ngomo_Röder_Moussallem_Usbeck_Speck_2017, title={BENGAL: an automatic
    benchmark generator for entity recognition and linking}, journal={arXiv preprint
    arXiv:1710.08691}, author={Ngomo, Axel-Cyrille Ngonga and Röder, Michael and Moussallem,
    Diego and Usbeck, Ricardo and Speck, René}, year={2017} }'
  chicago: 'Ngomo, Axel-Cyrille Ngonga, Michael Röder, Diego Moussallem, Ricardo Usbeck,
    and René Speck. “BENGAL: An Automatic Benchmark Generator for Entity Recognition
    and Linking.” <i>ArXiv Preprint ArXiv:1710.08691</i>, 2017.'
  ieee: 'A.-C. N. Ngomo, M. Röder, D. Moussallem, R. Usbeck, and R. Speck, “BENGAL:
    an automatic benchmark generator for entity recognition and linking,” <i>arXiv
    preprint arXiv:1710.08691</i>, 2017.'
  mla: 'Ngomo, Axel-Cyrille Ngonga, et al. “BENGAL: An Automatic Benchmark Generator
    for Entity Recognition and Linking.” <i>ArXiv Preprint ArXiv:1710.08691</i>, 2017.'
  short: A.-C.N. Ngomo, M. Röder, D. Moussallem, R. Usbeck, R. Speck, ArXiv Preprint
    ArXiv:1710.08691 (2017).
date_created: 2024-07-04T11:59:37Z
date_updated: 2024-07-04T12:07:03Z
language:
- iso: eng
publication: arXiv preprint arXiv:1710.08691
status: public
title: 'BENGAL: an automatic benchmark generator for entity recognition and linking'
type: journal_article
user_id: '70843'
year: '2017'
...
---
_id: '50761'
author:
- first_name: Michael
  full_name: Röder, Michael
  id: '67199'
  last_name: Röder
  orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Andreas
  full_name: Both, Andreas
  last_name: Both
- first_name: Alexander
  full_name: Hinneburg, Alexander
  last_name: Hinneburg
citation:
  ama: 'Röder M, Both A, Hinneburg A. Exploring the Space of Topic Coherence Measures.
    In: <i>Proceedings of the Eight International Conference on Web Search and Data
    Mining, Shanghai, February 2-6</i>. ; 2015.'
  apa: Röder, M., Both, A., &#38; Hinneburg, A. (2015). Exploring the Space of Topic
    Coherence Measures. <i>Proceedings of the Eight International Conference on Web
    Search and Data Mining, Shanghai, February 2-6</i>.
  bibtex: '@inproceedings{Röder_Both_Hinneburg_2015, title={Exploring the Space of
    Topic Coherence Measures}, booktitle={Proceedings of the eight International Conference
    on Web Search and Data Mining, Shanghai, February 2-6}, author={Röder, Michael
    and Both, Andreas and Hinneburg, Alexander}, year={2015} }'
  chicago: Röder, Michael, Andreas Both, and Alexander Hinneburg. “Exploring the Space
    of Topic Coherence Measures.” In <i>Proceedings of the Eight International Conference
    on Web Search and Data Mining, Shanghai, February 2-6</i>, 2015.
  ieee: M. Röder, A. Both, and A. Hinneburg, “Exploring the Space of Topic Coherence
    Measures,” 2015.
  mla: Röder, Michael, et al. “Exploring the Space of Topic Coherence Measures.” <i>Proceedings
    of the Eight International Conference on Web Search and Data Mining, Shanghai,
    February 2-6</i>, 2015.
  short: 'M. Röder, A. Both, A. Hinneburg, in: Proceedings of the Eight International
    Conference on Web Search and Data Mining, Shanghai, February 2-6, 2015.'
date_created: 2024-01-23T11:34:43Z
date_updated: 2024-06-03T12:22:42Z
keyword:
- group_aksw SIMBA sys:relevantFor:infai sys:relevantFor:bis roeder palmetto
language:
- iso: eng
publication: Proceedings of the eight International Conference on Web Search and Data
  Mining, Shanghai, February 2-6
status: public
title: Exploring the Space of Topic Coherence Measures
type: conference
user_id: '67199'
year: '2015'
...
---
_id: '55051'
author:
- first_name: Ricardo
  full_name: Usbeck, Ricardo
  last_name: Usbeck
- first_name: Michael
  full_name: Röder, Michael
  id: '67199'
  last_name: Röder
  orcid: https://orcid.org/0000-0002-8609-8277
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  last_name: Ngonga Ngomo
- first_name: Ciro
  full_name: Baron, Ciro
  last_name: Baron
- first_name: Andreas
  full_name: Both, Andreas
  last_name: Both
- first_name: Martin
  full_name: Brümmer, Martin
  last_name: Brümmer
- first_name: Diego
  full_name: Ceccarelli, Diego
  last_name: Ceccarelli
- first_name: Marco
  full_name: Cornolti, Marco
  last_name: Cornolti
- first_name: Didier
  full_name: Cherix, Didier
  last_name: Cherix
- first_name: Bernd
  full_name: Eickmann, Bernd
  last_name: Eickmann
citation:
  ama: 'Usbeck R, Röder M, Ngonga Ngomo A-C, et al. GERBIL: general entity annotator
    benchmarking framework. In: <i>Proceedings of the 24th International Conference
    on World Wide Web</i>. ; 2015:1133–1143.'
  apa: 'Usbeck, R., Röder, M., Ngonga Ngomo, A.-C., Baron, C., Both, A., Brümmer,
    M., Ceccarelli, D., Cornolti, M., Cherix, D., &#38; Eickmann, B. (2015). GERBIL:
    general entity annotator benchmarking framework. <i>Proceedings of the 24th International
    Conference on World Wide Web</i>, 1133–1143.'
  bibtex: '@inproceedings{Usbeck_Röder_Ngonga Ngomo_Baron_Both_Brümmer_Ceccarelli_Cornolti_Cherix_Eickmann_2015,
    title={GERBIL: general entity annotator benchmarking framework}, booktitle={Proceedings
    of the 24th international conference on World Wide Web}, author={Usbeck, Ricardo
    and Röder, Michael and Ngonga Ngomo, Axel-Cyrille and Baron, Ciro and Both, Andreas
    and Brümmer, Martin and Ceccarelli, Diego and Cornolti, Marco and Cherix, Didier
    and Eickmann, Bernd}, year={2015}, pages={1133–1143} }'
  chicago: 'Usbeck, Ricardo, Michael Röder, Axel-Cyrille Ngonga Ngomo, Ciro Baron,
    Andreas Both, Martin Brümmer, Diego Ceccarelli, Marco Cornolti, Didier Cherix,
    and Bernd Eickmann. “GERBIL: General Entity Annotator Benchmarking Framework.”
    In <i>Proceedings of the 24th International Conference on World Wide Web</i>,
    1133–1143, 2015.'
  ieee: 'R. Usbeck <i>et al.</i>, “GERBIL: general entity annotator benchmarking framework,”
    in <i>Proceedings of the 24th international conference on World Wide Web</i>,
    2015, pp. 1133–1143.'
  mla: 'Usbeck, Ricardo, et al. “GERBIL: General Entity Annotator Benchmarking Framework.”
    <i>Proceedings of the 24th International Conference on World Wide Web</i>, 2015,
    pp. 1133–1143.'
  short: 'R. Usbeck, M. Röder, A.-C. Ngonga Ngomo, C. Baron, A. Both, M. Brümmer,
    D. Ceccarelli, M. Cornolti, D. Cherix, B. Eickmann, in: Proceedings of the 24th
    International Conference on World Wide Web, 2015, pp. 1133–1143.'
date_created: 2024-07-04T11:59:36Z
date_updated: 2024-12-03T11:46:10Z
language:
- iso: eng
page: 1133–1143
publication: Proceedings of the 24th international conference on World Wide Web
status: public
title: 'GERBIL: general entity annotator benchmarking framework'
type: conference
user_id: '70843'
year: '2015'
...