[{"has_accepted_license":"1","citation":{"apa":"Bäumer, F. S., Kersting, J., Denisov, S., &#38; Geierhos, M. (2021). IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING. <i>PROCEEDINGS OF THE INTERNATIONAL CONFERENCES ON WWW/INTERNET 2021 AND APPLIED COMPUTING 2021</i>, 221--225.","bibtex":"@inproceedings{Bäumer_Kersting_Denisov_Geierhos_2021, title={IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING}, booktitle={PROCEEDINGS OF THE INTERNATIONAL CONFERENCES ON WWW/INTERNET 2021 AND APPLIED COMPUTING 2021}, publisher={IADIS}, author={Bäumer, Frederik Simon and Kersting, Joschka and Denisov, Sergej and Geierhos, Michaela}, year={2021}, pages={221--225} }","short":"F.S. Bäumer, J. Kersting, S. Denisov, M. Geierhos, in: PROCEEDINGS OF THE INTERNATIONAL CONFERENCES ON WWW/INTERNET 2021 AND APPLIED COMPUTING 2021, IADIS, 2021, pp. 221--225.","mla":"Bäumer, Frederik Simon, et al. “IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING.” <i>PROCEEDINGS OF THE INTERNATIONAL CONFERENCES ON WWW/INTERNET 2021 AND APPLIED COMPUTING 2021</i>, IADIS, 2021, pp. 221--225.","ieee":"F. S. Bäumer, J. Kersting, S. Denisov, and M. Geierhos, “IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING,” in <i>PROCEEDINGS OF THE INTERNATIONAL CONFERENCES ON WWW/INTERNET 2021 AND APPLIED COMPUTING 2021</i>, Lisbon, Portugal, 2021, pp. 221--225.","chicago":"Bäumer, Frederik Simon, Joschka Kersting, Sergej Denisov, and Michaela Geierhos. “IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING.” In <i>PROCEEDINGS OF THE INTERNATIONAL CONFERENCES ON WWW/INTERNET 2021 AND APPLIED COMPUTING 2021</i>, 221--225. IADIS, 2021.","ama":"Bäumer FS, Kersting J, Denisov S, Geierhos M. IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING. In: <i>PROCEEDINGS OF THE INTERNATIONAL CONFERENCES ON WWW/INTERNET 2021 AND APPLIED COMPUTING 2021</i>. IADIS; 2021:221--225."},"page":"221--225","year":"2021","date_created":"2021-10-11T15:26:58Z","author":[{"full_name":"Bäumer, Frederik Simon","last_name":"Bäumer","first_name":"Frederik Simon"},{"id":"58701","full_name":"Kersting, Joschka","last_name":"Kersting","first_name":"Joschka"},{"first_name":"Sergej","last_name":"Denisov","full_name":"Denisov, Sergej"},{"id":"42496","full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606","last_name":"Geierhos","first_name":"Michaela"}],"date_updated":"2022-01-06T06:57:16Z","publisher":"IADIS","conference":{"start_date":"13.10.2021","name":"18th International Conference on Applied Computing","location":"Lisbon, Portugal","end_date":"15.10.2021"},"title":"IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING","type":"conference","publication":"PROCEEDINGS OF THE INTERNATIONAL CONFERENCES ON WWW/INTERNET 2021 AND APPLIED COMPUTING 2021","file":[{"content_type":"application/pdf","relation":"main_file","success":1,"creator":"jkers","date_created":"2021-10-15T15:54:41Z","date_updated":"2021-10-15T15:54:41Z","access_level":"closed","file_id":"26282","file_name":"Bäumer et al. 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This paper presents NATTS, a naive approach that uses transformer-based translation models to create diversified text, combining translation steps in one model. An advantage of this approach is that it can be fine-tuned and handle technical language.","lang":"eng"}],"user_id":"58701","project":[{"name":"SFB 901","_id":"1"},{"_id":"3","name":"SFB 901 - Project Area B"},{"name":"SFB 901 - Subproject B1","_id":"9"}],"_id":"26049","language":[{"iso":"eng"}],"file_date_updated":"2021-10-15T15:54:41Z","ddc":["000"],"keyword":["Software Requirements","Natural Language Processing","Transfer Learning","On-The-Fly Computing"]},{"keyword":["Software Requirements","Natural Language Processing","Transfer Learning","On-The-Fly Computing"],"ddc":["000"],"language":[{"iso":"eng"}],"file_date_updated":"2020-11-19T17:29:03Z","_id":"18686","project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area B","_id":"3"},{"_id":"9","name":"SFB 901 - Subproject B1"}],"department":[{"_id":"579"}],"user_id":"58701","status":"public","file":[{"relation":"main_file","success":1,"content_type":"application/pdf","access_level":"closed","file_id":"20443","file_name":"Kersting & Bäumer (2020), Kersting2020d.pdf","file_size":1064877,"creator":"jkers","date_created":"2020-11-19T17:29:03Z","date_updated":"2020-11-19T17:29:03Z"}],"publication":"PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020","type":"conference","title":"SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH","conference":{"end_date":"20.11.2020","location":"Lisbon, Portugal","name":"17th International Conference on Applied Computing","start_date":"18.11.2020"},"date_updated":"2022-01-06T06:53:51Z","publisher":"IADIS","date_created":"2020-08-31T10:59:54Z","author":[{"first_name":"Joschka","last_name":"Kersting","id":"58701","full_name":"Kersting, Joschka"},{"last_name":"Bäumer","full_name":"Bäumer, Frederik Simon","id":"38837","first_name":"Frederik Simon"}],"year":"2020","page":"119--123","citation":{"ama":"Kersting J, Bäumer FS. SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH. In: <i>PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020</i>. IADIS; 2020:119--123.","chicago":"Kersting, Joschka, and Frederik Simon Bäumer. “SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH.” In <i>PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020</i>, 119--123. IADIS, 2020.","ieee":"J. Kersting and F. S. Bäumer, “SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH,” in <i>PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020</i>, Lisbon, Portugal, 2020, pp. 119--123.","short":"J. Kersting, F.S. Bäumer, in: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020, IADIS, 2020, pp. 119--123.","bibtex":"@inproceedings{Kersting_Bäumer_2020, title={SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH}, booktitle={PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020}, publisher={IADIS}, author={Kersting, Joschka and Bäumer, Frederik Simon}, year={2020}, pages={119--123} }","mla":"Kersting, Joschka, and Frederik Simon Bäumer. “SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH.” <i>PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020</i>, IADIS, 2020, pp. 119--123.","apa":"Kersting, J., &#38; Bäumer, F. S. (2020). SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH. <i>PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020</i>, 119--123."},"has_accepted_license":"1"},{"keyword":["Inaccuracy Detection","Natural Language Software Requirements","Chat Bot"],"ddc":["000"],"language":[{"iso":"eng"}],"publication":"Computers","abstract":[{"text":"The vision of On-the-Fly (OTF) Computing is to compose and provide software services ad hoc, based on requirement descriptions in natural language. Since non-technical users write their software requirements themselves and in unrestricted natural language, deficits occur such as inaccuracy and incompleteness. These deficits are usually met by natural language processing methods, which have to face special challenges in OTF Computing because maximum automation is the goal. In this paper, we present current automatic approaches for solving inaccuracies and incompletenesses in natural language requirement descriptions and elaborate open challenges. In particular, we will discuss the necessity of domain-specific resources and show why, despite far-reaching automation, an intelligent and guided integration of end users into the compensation process is required. In this context, we present our idea of a chat bot that integrates users into the compensation process depending on the given circumstances. ","lang":"eng"}],"file":[{"date_updated":"2020-09-18T09:23:34Z","date_created":"2020-09-18T09:23:34Z","creator":"jkers","file_size":3164523,"file_name":"Bäumer et al. 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Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches. <i>Computers</i>. 2019;8(1). doi:<a href=\"https://doi.org/10.3390/computers8010022\">10.3390/computers8010022</a>","chicago":"Bäumer, Frederik Simon, Joschka Kersting, and Michaela Geierhos. “Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches.” <i>Computers</i> 8, no. 1 (2019). <a href=\"https://doi.org/10.3390/computers8010022\">https://doi.org/10.3390/computers8010022</a>.","ieee":"F. S. Bäumer, J. Kersting, and M. Geierhos, “Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches,” <i>Computers</i>, vol. 8, no. 1, 2019.","apa":"Bäumer, F. S., Kersting, J., &#38; Geierhos, M. (2019). Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches. <i>Computers</i>, <i>8</i>(1). <a href=\"https://doi.org/10.3390/computers8010022\">https://doi.org/10.3390/computers8010022</a>","mla":"Bäumer, Frederik Simon, et al. “Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches.” <i>Computers</i>, vol. 8, no. 1, 22, MDPI AG, Basel, Switzerland, 2019, doi:<a href=\"https://doi.org/10.3390/computers8010022\">10.3390/computers8010022</a>.","bibtex":"@article{Bäumer_Kersting_Geierhos_2019, title={Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches}, volume={8}, DOI={<a href=\"https://doi.org/10.3390/computers8010022\">10.3390/computers8010022</a>}, number={122}, journal={Computers}, publisher={MDPI AG, Basel, Switzerland}, author={Bäumer, Frederik Simon and Kersting, Joschka and Geierhos, Michaela}, year={2019} }","short":"F.S. Bäumer, J. Kersting, M. Geierhos, Computers 8 (2019)."}},{"doi":"10.1007/978-3-319-99972-2_46","conference":{"start_date":"2018-10-04","name":"24th International Conference on Information and Software Technologies (ICIST 2018)","location":"Vilnius, Lithuania","end_date":"2018-10-06"},"author":[{"last_name":"Bäumer","full_name":"Bäumer, Frederik Simon","id":"38837","first_name":"Frederik Simon"},{"first_name":"Michaela","id":"42496","full_name":"Geierhos, Michaela","last_name":"Geierhos","orcid":"0000-0002-8180-5606"}],"volume":920,"date_updated":"2022-01-06T07:00:57Z","citation":{"bibtex":"@inproceedings{Bäumer_Geierhos_2018, place={Cham, Switzerland}, series={Communications in Computer and Information Science}, title={NLP in OTF Computing: Current Approaches and Open Challenges}, volume={920}, DOI={<a href=\"https://doi.org/10.1007/978-3-319-99972-2_46\">10.1007/978-3-319-99972-2_46</a>}, booktitle={Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018)}, publisher={Springer}, author={Bäumer, Frederik Simon and Geierhos, Michaela}, editor={Damaševičius, Robertas and Vasiljevienė, GiedrėEditors}, year={2018}, pages={559–570}, collection={Communications in Computer and Information Science} }","short":"F.S. Bäumer, M. Geierhos, in: R. Damaševičius, G. Vasiljevienė (Eds.), Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018), Springer, Cham, Switzerland, 2018, pp. 559–570.","mla":"Bäumer, Frederik Simon, and Michaela Geierhos. “NLP in OTF Computing: Current Approaches and Open Challenges.” <i>Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018)</i>, edited by Robertas Damaševičius and Giedrė Vasiljevienė, vol. 920, Springer, 2018, pp. 559–70, doi:<a href=\"https://doi.org/10.1007/978-3-319-99972-2_46\">10.1007/978-3-319-99972-2_46</a>.","apa":"Bäumer, F. S., &#38; Geierhos, M. (2018). NLP in OTF Computing: Current Approaches and Open Challenges. In R. Damaševičius &#38; G. Vasiljevienė (Eds.), <i>Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018)</i> (Vol. 920, pp. 559–570). Cham, Switzerland: Springer. <a href=\"https://doi.org/10.1007/978-3-319-99972-2_46\">https://doi.org/10.1007/978-3-319-99972-2_46</a>","ieee":"F. S. Bäumer and M. Geierhos, “NLP in OTF Computing: Current Approaches and Open Challenges,” in <i>Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018)</i>, Vilnius, Lithuania, 2018, vol. 920, pp. 559–570.","chicago":"Bäumer, Frederik Simon, and Michaela Geierhos. “NLP in OTF Computing: Current Approaches and Open Challenges.” In <i>Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018)</i>, edited by Robertas Damaševičius and Giedrė Vasiljevienė, 920:559–70. Communications in Computer and Information Science. Cham, Switzerland: Springer, 2018. <a href=\"https://doi.org/10.1007/978-3-319-99972-2_46\">https://doi.org/10.1007/978-3-319-99972-2_46</a>.","ama":"Bäumer FS, Geierhos M. NLP in OTF Computing: Current Approaches and Open Challenges. In: Damaševičius R, Vasiljevienė G, eds. <i>Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018)</i>. Vol 920. Communications in Computer and Information Science. Cham, Switzerland: Springer; 2018:559-570. doi:<a href=\"https://doi.org/10.1007/978-3-319-99972-2_46\">10.1007/978-3-319-99972-2_46</a>"},"intvolume":"       920","page":"559-570","place":"Cham, Switzerland","publication_status":"published","has_accepted_license":"1","publication_identifier":{"issn":["1865-0929","1865-0937"],"isbn":["9783319999715","9783319999722"]},"file_date_updated":"2019-01-11T11:36:10Z","series_title":"Communications in Computer and Information Science","user_id":"38837","department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area B","_id":"3"},{"_id":"9","name":"SFB 901 - Subproject B1"}],"_id":"4339","status":"public","editor":[{"first_name":"Robertas","full_name":"Damaševičius, Robertas","last_name":"Damaševičius"},{"first_name":"Giedrė","full_name":"Vasiljevienė, Giedrė","last_name":"Vasiljevienė"}],"type":"conference","title":"NLP in OTF Computing: Current Approaches and Open Challenges","date_created":"2018-09-01T08:52:36Z","publisher":"Springer","year":"2018","quality_controlled":"1","language":[{"iso":"eng"}],"ddc":["004"],"keyword":["Inaccuracy detection","Natural language software requirements"],"file":[{"date_updated":"2019-01-11T11:36:10Z","date_created":"2019-01-11T11:36:10Z","creator":"fbaeumer","file_size":1053017,"file_id":"6624","access_level":"closed","file_name":"baeumer-4315.pdf","content_type":"application/pdf","success":1,"relation":"main_file"}],"abstract":[{"text":"On-The-Fly Computing is the vision of covering software needs of end users by fully-automatic compositions of existing software services. End users will receive so-called service compositions tailored to their very individual needs, based on natural language software descriptions. This everyday language may contain inaccuracies and incompleteness, which are well-known challenges in requirements engineering. In addition to existing approaches that try to automatically identify and correct these deficits, there are also new trends to involve users more in the elaboration and refinement process. In this paper, we present the relevant state of the art in the field of automated detection and compensation of multiple inaccuracies in natural language service descriptions and name open challenges needed to be tackled in NL-based software service composition. ","lang":"eng"}],"publication":"Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018)"},{"publication":"Proceedings of the 51st Hawaii International Conference on System Sciences","file":[{"date_created":"2018-11-02T14:32:35Z","creator":"ups","date_updated":"2018-11-02T14:32:35Z","file_name":"paper0722.pdf","access_level":"closed","file_id":"5274","file_size":753693,"content_type":"application/pdf","relation":"main_file","success":1}],"abstract":[{"text":"Natural language software requirements descriptions enable end users to formulate their wishes and expectations for a future software product without much prior knowledge in requirements engineering. However, these descriptions are susceptible to linguistic inaccuracies such as ambiguities and incompleteness that can harm the development process. There is a number of software solutions that can detect deficits in requirements descriptions and partially solve them, but they are often hard to use and not suitable for end users. For this reason, we develop a software system that helps end-users to create unambiguous and complete requirements descriptions by combining existing expert tools and controlling them using automatic compensation strategies. In order to recognize the necessity of individual compensation methods in the descriptions, we have developed linguistic indicators, which we present in this paper. Based on these indicators, the whole text analysis pipeline is ad-hoc configured and thus adapted to the individual circumstances of a requirements description.","lang":"eng"}],"language":[{"iso":"eng"}],"ddc":["000"],"keyword":["Software Product Lines: Engineering","Services","and Management","Ambiguities","Incompleteness","Natural Language Processing","Software Requirements"],"quality_controlled":"1","year":"2018","date_created":"2017-10-17T12:40:59Z","title":"Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-based Configuration of Text Analysis Pipelines","type":"conference","status":"public","user_id":"477","department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"project":[{"name":"SFB 901","_id":"1"},{"_id":"3","name":"SFB 901 - Project Area B"},{"_id":"9","name":"SFB 901 - Subproject B1"}],"_id":"44","file_date_updated":"2018-11-02T14:32:35Z","publication_status":"published","has_accepted_license":"1","publication_identifier":{"isbn":["978-0-9981331-1-9"]},"citation":{"apa":"Bäumer, F. S., &#38; Geierhos, M. (2018). Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-based Configuration of Text Analysis Pipelines. In <i>Proceedings of the 51st Hawaii International Conference on System Sciences</i> (pp. 5746–5755). Big Island, Waikoloa Village. <a href=\"https://doi.org/10125/50609\">https://doi.org/10125/50609</a>","bibtex":"@inproceedings{Bäumer_Geierhos_2018, title={Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-based Configuration of Text Analysis Pipelines}, DOI={<a href=\"https://doi.org/10125/50609\">10125/50609</a>}, booktitle={Proceedings of the 51st Hawaii International Conference on System Sciences}, author={Bäumer, Frederik Simon and Geierhos, Michaela}, year={2018}, pages={5746–5755} }","short":"F.S. Bäumer, M. Geierhos, in: Proceedings of the 51st Hawaii International Conference on System Sciences, 2018, pp. 5746–5755.","mla":"Bäumer, Frederik Simon, and Michaela Geierhos. “Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-Based Configuration of Text Analysis Pipelines.” <i>Proceedings of the 51st Hawaii International Conference on System Sciences</i>, 2018, pp. 5746–55, doi:<a href=\"https://doi.org/10125/50609\">10125/50609</a>.","ieee":"F. S. Bäumer and M. Geierhos, “Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-based Configuration of Text Analysis Pipelines,” in <i>Proceedings of the 51st Hawaii International Conference on System Sciences</i>, Big Island, Waikoloa Village, 2018, pp. 5746–5755.","chicago":"Bäumer, Frederik Simon, and Michaela Geierhos. “Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-Based Configuration of Text Analysis Pipelines.” In <i>Proceedings of the 51st Hawaii International Conference on System Sciences</i>, 5746–55, 2018. <a href=\"https://doi.org/10125/50609\">https://doi.org/10125/50609</a>.","ama":"Bäumer FS, Geierhos M. Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-based Configuration of Text Analysis Pipelines. In: <i>Proceedings of the 51st Hawaii International Conference on System Sciences</i>. ; 2018:5746-5755. doi:<a href=\"https://doi.org/10125/50609\">10125/50609</a>"},"page":"5746-5755","author":[{"first_name":"Frederik Simon","full_name":"Bäumer, Frederik Simon","id":"38837","last_name":"Bäumer"},{"first_name":"Michaela","last_name":"Geierhos","orcid":"0000-0002-8180-5606","full_name":"Geierhos, Michaela","id":"42496"}],"oa":"1","date_updated":"2022-01-06T07:01:01Z","main_file_link":[{"url":"https://scholarspace.manoa.hawaii.edu/bitstream/10125/50609/1/paper0722.pdf","open_access":"1"}],"doi":"10125/50609","conference":{"name":"51st Hawaii International Conference on System Sciences (HICSS 2018)","start_date":"2018-01-03","end_date":"2018-01-06","location":"Big Island, Waikoloa Village"}}]