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\n\n \n \n \n \n \n \n One Size Does Not Fit All: On the Role of Batch Size in Classifying Requirements with LLMs.\n \n \n \n \n\n\n \n van Can, A. T.; Aydemir, F. B.; and Dalpiaz, F.\n\n\n \n\n\n\n In
33rd IEEE International Requirements Engineering Conference, RE 2025 Workshops, Valencia, Spain, September 1-5, 2025, pages 30–39, 2025. IEEE\n
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@inproceedings{DBLP:conf/re/CanAD25,\n author = {Ashley T. van Can and\n Fatma Basak Aydemir and\n Fabiano Dalpiaz},\n title = {One Size Does Not Fit All: On the Role of Batch Size in Classifying\n Requirements with LLMs},\n booktitle = {33rd {IEEE} International Requirements Engineering Conference, {RE}\n 2025 Workshops, Valencia, Spain, September 1-5, 2025},\n pages = {30--39},\n publisher = {{IEEE}},\n year = {2025},\n url = {https://doi.org/10.1109/REW66121.2025.00009},\n doi = {10.1109/REW66121.2025.00009},\n timestamp = {Sun, 07 Dec 2025 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/re/CanAD25.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Navigating through Work Items in Issue Tracking Systems via Natural Language Queries.\n \n \n \n \n\n\n \n Ly, D.; Radhakrishnan, S.; Aydemir, F. B.; and Dalpiaz, F.\n\n\n \n\n\n\n In
33rd IEEE International Requirements Engineering Conference, RE 2025, Valencia, Spain, September 1-5, 2025, pages 308–319, 2025. IEEE\n
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@inproceedings{DBLP:conf/re/LyRAD25,\n author = {Delina Ly and\n Sruthi Radhakrishnan and\n Fatma Basak Aydemir and\n Fabiano Dalpiaz},\n title = {Navigating through Work Items in Issue Tracking Systems via Natural\n Language Queries},\n booktitle = {33rd {IEEE} International Requirements Engineering Conference, {RE}\n 2025, Valencia, Spain, September 1-5, 2025},\n pages = {308--319},\n publisher = {{IEEE}},\n year = {2025},\n url = {https://doi.org/10.1109/RE63999.2025.00037},\n doi = {10.1109/RE63999.2025.00037},\n timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/re/LyRAD25.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Preface: Education and Training Track @REFSQ.\n \n \n \n \n\n\n \n Aydemir, F. B.; and Spoletini, P.\n\n\n \n\n\n\n In Hess, A.; Susi, A.; Groen, E. C.; Ruiz, M.; Khan, M. A.;
Aydemir, F. B.; Daneva, M.; Guizzardi, R. S. S.; Gulden, J.; Herrmann, A.; Horkoff, J.; Kopczynska, S.; Mennig, P.; Oriol, M.; Paja, E.; Perini, A.; Rachmann, A.; Schneider, K.; Semini, L.; Spoletini, P.; and Vogelsang, A., editor(s),
Joint Proceedings of REFSQ 2025 Workshops, Doctoral Symposium, Posters & Tools Track, and Education and Training Track co-located with 31st International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2025), Barcelona, Spain, April 7-10, 2025, volume 3959, of
CEUR Workshop Proceedings, 2025. CEUR-WS.org\n
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@inproceedings{DBLP:conf/refsq/AydemirS25,\n author = {Fatma Basak Aydemir and\n Paola Spoletini},\n editor = {Anne Hess and\n Angelo Susi and\n Eduard C. Groen and\n Marcela Ruiz and\n Muhammad Abbas Khan and\n Fatma Basak Aydemir and\n Maya Daneva and\n Renata S. S. Guizzardi and\n Jens Gulden and\n Andrea Herrmann and\n Jennifer Horkoff and\n Sylwia Kopczynska and\n Patrick Mennig and\n Marc Oriol and\n Elda Paja and\n Anna Perini and\n Alexander Rachmann and\n Kurt Schneider and\n Laura Semini and\n Paola Spoletini and\n Andreas Vogelsang},\n title = {Preface: Education and Training Track @REFSQ},\n booktitle = {Joint Proceedings of {REFSQ} 2025 Workshops, Doctoral Symposium, Posters\n {\\&} Tools Track, and Education and Training Track co-located with\n 31st International Conference on Requirements Engineering: Foundation\n for Software Quality {(REFSQ} 2025), Barcelona, Spain, April 7-10,\n 2025},\n series = {{CEUR} Workshop Proceedings},\n volume = {3959},\n publisher = {CEUR-WS.org},\n year = {2025},\n url = {https://ceur-ws.org/Vol-3959/ET-preface.pdf},\n timestamp = {Wed, 04 Jun 2025 17:15:40 +0200},\n biburl = {https://dblp.org/rec/conf/refsq/AydemirS25.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Generating Domain Models with LLMs Using Instruction Tuning: A Research Preview.\n \n \n \n \n\n\n \n Çelikmasat, G.; Özgövde, A.; and Aydemir, F. B.\n\n\n \n\n\n\n In Hess, A.; and Susi, A., editor(s),
Requirements Engineering: Foundation for Software Quality - 31st International Working Conference, REFSQ 2025, Barcelona, Spain, April 7-10, 2025, Proceedings, volume 15588, of
Lecture Notes in Computer Science, pages 157–165, 2025. Springer\n
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@inproceedings{DBLP:conf/refsq/CelikmasatOA25,\n author = {G{\\"{o}}kberk {\\c{C}}elikmasat and\n Atay {\\"{O}}zg{\\"{o}}vde and\n Fatma Basak Aydemir},\n editor = {Anne Hess and\n Angelo Susi},\n title = {Generating Domain Models with LLMs Using Instruction Tuning: {A} Research\n Preview},\n booktitle = {Requirements Engineering: Foundation for Software Quality - 31st International\n Working Conference, {REFSQ} 2025, Barcelona, Spain, April 7-10, 2025,\n Proceedings},\n series = {Lecture Notes in Computer Science},\n volume = {15588},\n pages = {157--165},\n publisher = {Springer},\n year = {2025},\n url = {https://doi.org/10.1007/978-3-031-88531-0\\_11},\n doi = {10.1007/978-3-031-88531-0\\_11},\n timestamp = {Thu, 01 May 2025 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/refsq/CelikmasatOA25.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Preface: 8th Workshop on Natural Language Processing for Requirements Engineering (NLP4RE'25).\n \n \n \n \n\n\n \n Khan, M. A.; Aydemir, F. B.; and Oriol, M.\n\n\n \n\n\n\n In Hess, A.; Susi, A.; Groen, E. C.; Ruiz, M.; Khan, M. A.;
Aydemir, F. B.; Daneva, M.; Guizzardi, R. S. S.; Gulden, J.; Herrmann, A.; Horkoff, J.; Kopczynska, S.; Mennig, P.; Oriol, M.; Paja, E.; Perini, A.; Rachmann, A.; Schneider, K.; Semini, L.; Spoletini, P.; and Vogelsang, A., editor(s),
Joint Proceedings of REFSQ 2025 Workshops, Doctoral Symposium, Posters & Tools Track, and Education and Training Track co-located with 31st International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2025), Barcelona, Spain, April 7-10, 2025, volume 3959, of
CEUR Workshop Proceedings, 2025. CEUR-WS.org\n
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@inproceedings{DBLP:conf/refsq/KhanAO25,\n author = {Muhammad Abbas Khan and\n Fatma Basak Aydemir and\n Marc Oriol},\n editor = {Anne Hess and\n Angelo Susi and\n Eduard C. Groen and\n Marcela Ruiz and\n Muhammad Abbas Khan and\n Fatma Basak Aydemir and\n Maya Daneva and\n Renata S. S. Guizzardi and\n Jens Gulden and\n Andrea Herrmann and\n Jennifer Horkoff and\n Sylwia Kopczynska and\n Patrick Mennig and\n Marc Oriol and\n Elda Paja and\n Anna Perini and\n Alexander Rachmann and\n Kurt Schneider and\n Laura Semini and\n Paola Spoletini and\n Andreas Vogelsang},\n title = {Preface: 8th Workshop on Natural Language Processing for Requirements\n Engineering (NLP4RE'25)},\n booktitle = {Joint Proceedings of {REFSQ} 2025 Workshops, Doctoral Symposium, Posters\n {\\&} Tools Track, and Education and Training Track co-located with\n 31st International Conference on Requirements Engineering: Foundation\n for Software Quality {(REFSQ} 2025), Barcelona, Spain, April 7-10,\n 2025},\n series = {{CEUR} Workshop Proceedings},\n volume = {3959},\n publisher = {CEUR-WS.org},\n year = {2025},\n url = {https://ceur-ws.org/Vol-3959/NLP4RE-Preface.pdf},\n timestamp = {Wed, 04 Jun 2025 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/refsq/KhanAO25.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Requirements Elicitation Workshops Using the Six Thinking Hats Creativity Technique.\n \n \n \n \n\n\n \n Konan, S. M.; Aydemir, F. B.; and Özgövde, A.\n\n\n \n\n\n\n In Hess, A.; and Susi, A., editor(s),
Requirements Engineering: Foundation for Software Quality - 31st International Working Conference, REFSQ 2025, Barcelona, Spain, April 7-10, 2025, Proceedings, volume 15588, of
Lecture Notes in Computer Science, pages 317–329, 2025. Springer\n
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@inproceedings{DBLP:conf/refsq/KonanAO25,\n author = {Sevval Mehder Konan and\n Fatma Basak Aydemir and\n Atay {\\"{O}}zg{\\"{o}}vde},\n editor = {Anne Hess and\n Angelo Susi},\n title = {Requirements Elicitation Workshops Using the Six Thinking Hats Creativity\n Technique},\n booktitle = {Requirements Engineering: Foundation for Software Quality - 31st International\n Working Conference, {REFSQ} 2025, Barcelona, Spain, April 7-10, 2025,\n Proceedings},\n series = {Lecture Notes in Computer Science},\n volume = {15588},\n pages = {317--329},\n publisher = {Springer},\n year = {2025},\n url = {https://doi.org/10.1007/978-3-031-88531-0\\_23},\n doi = {10.1007/978-3-031-88531-0\\_23},\n timestamp = {Thu, 01 May 2025 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/refsq/KonanAO25.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Joint Proceedings of REFSQ 2025 Workshops, Doctoral Symposium, Posters & Tools Track, and Education and Training Track co-located with 31st International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2025), Barcelona, Spain, April 7-10, 2025.\n \n \n \n \n\n\n \n Hess, A.; Susi, A.; Groen, E. C.; Ruiz, M.; Khan, M. A.; Aydemir, F. B.; Daneva, M.; Guizzardi, R. S. S.; Gulden, J.; Herrmann, A.; Horkoff, J.; Kopczynska, S.; Mennig, P.; Oriol, M.; Paja, E.; Perini, A.; Rachmann, A.; Schneider, K.; Semini, L.; Spoletini, P.; and Vogelsang, A.,\n editors.\n \n\n\n \n\n\n\n Volume 3959, of CEUR Workshop Proceedings.CEUR-WS.org. 2025.\n
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@proceedings{DBLP:conf/refsq/2025w,\n editor = {Anne Hess and\n Angelo Susi and\n Eduard C. Groen and\n Marcela Ruiz and\n Muhammad Abbas Khan and\n Fatma Basak Aydemir and\n Maya Daneva and\n Renata S. S. Guizzardi and\n Jens Gulden and\n Andrea Herrmann and\n Jennifer Horkoff and\n Sylwia Kopczynska and\n Patrick Mennig and\n Marc Oriol and\n Elda Paja and\n Anna Perini and\n Alexander Rachmann and\n Kurt Schneider and\n Laura Semini and\n Paola Spoletini and\n Andreas Vogelsang},\n title = {Joint Proceedings of {REFSQ} 2025 Workshops, Doctoral Symposium, Posters\n {\\&} Tools Track, and Education and Training Track co-located with\n 31st International Conference on Requirements Engineering: Foundation\n for Software Quality {(REFSQ} 2025), Barcelona, Spain, April 7-10,\n 2025},\n series = {{CEUR} Workshop Proceedings},\n volume = {3959},\n publisher = {CEUR-WS.org},\n year = {2025},\n url = {https://ceur-ws.org/Vol-3959},\n urn = {urn:nbn:de:0074-3959-X},\n timestamp = {Wed, 04 Jun 2025 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/refsq/2025w.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Outdated (Version v1.1).\n \n \n \n \n\n\n \n Ly, D.; Radhakrishnan, S.; Aydemir, F. B.; and Dalpiaz, F.\n\n\n \n\n\n\n ˘rlhttps://doi.org/10.5281/zenodo.15173244, April 2025.\n
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@misc{DBLP:data/11/LyRAD25,\n author = {Delina Ly and\n Sruthi Radhakrishnan and\n Fatma Basak Aydemir and\n Fabiano Dalpiaz},\n title = {Outdated (Version v1.1)},\n publisher = {Zenodo},\n year = {2025},\n month = apr,\n howpublished = {\\url{https://doi.org/10.5281/zenodo.15173244}},\n note = {Accessed on YYYY-MM-DD.},\n url = {https://doi.org/10.5281/zenodo.15173244},\n doi = {10.5281/ZENODO.15173244},\n timestamp = {Mon, 27 Oct 2025 00:00:00 +0100},\n biburl = {https://dblp.org/rec/data/11/LyRAD25.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n GraphRAG Dialogue Insights (Version v1.0-updated-docs).\n \n \n \n \n\n\n \n Ly, D.; Radhakrishnan, S.; Aydemir, F. B.; and Dalpiaz, F.\n\n\n \n\n\n\n ˘rlhttps://doi.org/10.5281/zenodo.15804044, July 2025.\n
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@misc{DBLP:data/11/LyRAD25a,\n author = {Delina Ly and\n Sruthi Radhakrishnan and\n Fatma Basak Aydemir and\n Fabiano Dalpiaz},\n title = {GraphRAG Dialogue Insights (Version v1.0-updated-docs)},\n publisher = {Zenodo},\n year = {2025},\n month = jul,\n howpublished = {\\url{https://doi.org/10.5281/zenodo.15804044}},\n note = {Accessed on YYYY-MM-DD.},\n url = {https://doi.org/10.5281/zenodo.15804044},\n doi = {10.5281/ZENODO.15804044},\n timestamp = {Mon, 10 Nov 2025 00:00:00 +0100},\n biburl = {https://dblp.org/rec/data/11/LyRAD25a.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n GraphRAG Dialogue Insights (GDI) (Version v1.0).\n \n \n \n \n\n\n \n Ly, D.; Radhakrishnan, S.; Aydemir, F. B.; and Dalpiaz, F.\n\n\n \n\n\n\n ˘rlhttps://doi.org/10.5281/zenodo.15681503, June 2025.\n
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@misc{DBLP:data/11/LyRAD25b,\n author = {Delina Ly and\n Sruthi Radhakrishnan and\n Fatma Basak Aydemir and\n Fabiano Dalpiaz},\n title = {GraphRAG Dialogue Insights {(GDI)} (Version v1.0)},\n publisher = {Zenodo},\n year = {2025},\n month = jun,\n howpublished = {\\url{https://doi.org/10.5281/zenodo.15681503}},\n note = {Accessed on YYYY-MM-DD.},\n url = {https://doi.org/10.5281/zenodo.15681503},\n doi = {10.5281/ZENODO.15681503},\n timestamp = {Thu, 06 Nov 2025 00:00:00 +0100},\n biburl = {https://dblp.org/rec/data/11/LyRAD25b.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n GraphRAG Dialogue Insights (GDI) (Version v1.0).\n \n \n \n \n\n\n \n Ly, D.; Radhakrishnan, S.; Aydemir, F. B.; and Dalpiaz, F.\n\n\n \n\n\n\n ˘rlhttps://doi.org/10.5281/zenodo.15681739, June 2025.\n
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@misc{DBLP:data/11/LyRAD25c,\n author = {Delina Ly and\n Sruthi Radhakrishnan and\n Fatma Basak Aydemir and\n Fabiano Dalpiaz},\n title = {GraphRAG Dialogue Insights {(GDI)} (Version v1.0)},\n publisher = {Zenodo},\n year = {2025},\n month = jun,\n howpublished = {\\url{https://doi.org/10.5281/zenodo.15681739}},\n note = {Accessed on YYYY-MM-DD.},\n url = {https://doi.org/10.5281/zenodo.15681739},\n doi = {10.5281/ZENODO.15681739},\n timestamp = {Mon, 10 Nov 2025 00:00:00 +0100},\n biburl = {https://dblp.org/rec/data/11/LyRAD25c.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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