{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,5]],"date-time":"2026-09-05T17:00:40Z","timestamp":1788627640289,"version":"build-2803163510"},"publisher-location":"New York, NY, USA","reference-count":35,"publisher":"ACM","funder":[{"name":"European Union","award":["101189664"],"award-info":[{"award-number":["101189664"]}]},{"name":"PRIN 2020","award":["2020W3A5FY"],"award-info":[{"award-number":["2020W3A5FY"]}]},{"name":"PRIN 2022","award":["P2022553SL"],"award-info":[{"award-number":["P2022553SL"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,6,23]]},"DOI":"10.1145\/3696630.3728511","type":"proceedings-article","created":{"date-parts":[[2025,7,28]],"date-time":"2025-07-28T19:08:09Z","timestamp":1753729689000},"page":"621-625","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["Teamwork makes the dream work: LLMs-Based Agents for GitHub README.MD Summarization"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-8070-7441","authenticated-orcid":false,"given":"Duc S. H.","family":"Nguyen","sequence":"first","affiliation":[{"name":"Hanoi University of Science and Technology, Hanoi, Vietnam"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-0572-2160","authenticated-orcid":false,"given":"Bach G.","family":"Truong","sequence":"additional","affiliation":[{"name":"Hanoi University of Science and Technology, Hanoi, Vietnam"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3666-4162","authenticated-orcid":false,"given":"Phuong T.","family":"Nguyen","sequence":"additional","affiliation":[{"name":"University of L'Aquila (Italy), L'Aquila, L'Aquila, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7909-3902","authenticated-orcid":false,"given":"Juri","family":"Di Rocco","sequence":"additional","affiliation":[{"name":"University of L?Aquila (Italy), L'Aquila, L'Aquila, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5077-6793","authenticated-orcid":false,"given":"Davide","family":"Di Ruscio","sequence":"additional","affiliation":[{"name":"University of L'Aquila (Italy), L'Aquila, L'Aquila, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2025,7,28]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Systematic Literature Review Langchain Proposed. In 2023 International Electronics Symposium (IES). 533\u2013537","author":"Asyrofi Rakha","year":"2023","unstructured":"Rakha Asyrofi, Mutia Rahmi Dewi, Muhammad Irfan Lutfhi, and Prasetyo Wibowo. 2023. Systematic Literature Review Langchain Proposed. In 2023 International Electronics Symposium (IES). 533\u2013537. 10.1109\/IES59143.2023.10242497"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.4018\/JDM.358475"},{"key":"e_1_3_2_1_3_1","volume-title":"Understanding the Factors That Impact the Popularity of GitHub Repositories. In 2016 IEEE International Conference on Software Maintenance and Evolution (ICSME). IEEE","author":"Borges Hudson","year":"2016","unstructured":"Hudson Borges, Andre Hora, and Marco Tulio Valente. 2016. Understanding the Factors That Impact the Popularity of GitHub Repositories. In 2016 IEEE International Conference on Software Maintenance and Evolution (ICSME). IEEE, Raleigh, NC, USA, 334\u2013344. 10.1109\/ICSME.2016.31"},{"key":"e_1_3_2_1_4_1","volume-title":"Proceedings of the 35th ASE (ASE '20)","author":"Chen Songqiang","year":"2021","unstructured":"Songqiang Chen, Xiaoyuan Xie, Bangguo Yin, Yuanxiang Ji, Lin Chen, and Baowen Xu. 2021. Stay professional and efficient: automatically generate titles for your bug reports. In Proceedings of the 35th ASE (ASE '20). ACM, New York, NY, USA, 385\u2013397. 10.1145\/3324884.3416538"},{"key":"e_1_3_2_1_5_1","volume-title":"Proceedings of the 35th ASE","author":"Chen Songqiang","year":"2021","unstructured":"Songqiang Chen, Xiaoyuan Xie, Bangguo Yin, Yuanxiang Ji, Lin Chen, and Baowen Xu. 2021. Stay Professional and Efficient: Automatically Generate Titles for Your Bug Reports. In Proceedings of the 35th ASE (Virtual Event, Australia) (ASE '20). Association for Computing Machinery, New York, NY, USA, 385\u2013397. 10.1145\/3324884.3416538"},{"key":"e_1_3_2_1_6_1","volume-title":"Proceedings of the 27th International Conference on Evaluation and Assessment in Software Engineering","author":"Doan Thu T. H.","year":"2023","unstructured":"Thu T. H. Doan, Phuong T. Nguyen, Juri Di Rocco, and Davide Di Ruscio. 2023. Too long; didn't read: Automatic summarization of GitHub README.MD with Transformers. In Proceedings of the 27th International Conference on Evaluation and Assessment in Software Engineering (Oulu, Finland) (EASE '23). Association for Computing Machinery, New York, NY, USA, 267\u2013272. 10.1145\/3593434.3593448"},{"key":"e_1_3_2_1_7_1","volume-title":"2024 IEEE International Conference on Metaverse Computing, Networking, and Applications (MetaCom). 247\u2013252","author":"Feng Wei","year":"2024","unstructured":"Wei Feng, Huan Zhao, Min Zhang, Hao Yang, and Wei Tang. 2024. A Novel Summarization Framework based on Reference-Free Evaluation of Multiple Large Language Models. In 2024 IEEE International Conference on Metaverse Computing, Networking, and Applications (MetaCom). 247\u2013252. 10.1109\/MetaCom62920.2024.00047"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3401026"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2402.01680"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3712003"},{"key":"e_1_3_2_1_11_1","volume-title":"MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework. In The Twelfth International Conference on Learning Representations. https:\/\/openreview.net\/forum?id=VtmBAGCN7o","author":"Hong Sirui","year":"2024","unstructured":"Sirui Hong, Mingchen Zhuge, Jonathan Chen, Xiawu Zheng, Yuheng Cheng, Jinlin Wang, Ceyao Zhang, Zili Wang, Steven Ka Shing Yau, Zijuan Lin, Liyang Zhou, Chenyu Ran, Lingfeng Xiao, Chenglin Wu, and J\u00fcrgen Schmidhuber. 2024. MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework. In The Twelfth International Conference on Learning Representations. https:\/\/openreview.net\/forum?id=VtmBAGCN7o"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3695988"},{"key":"e_1_3_2_1_13_1","volume-title":"Proceedings of the 18th ESEM","author":"Le Duc Anh","year":"2024","unstructured":"Duc Anh Le, Bui Thi-Mai-Anh, Phuong T. Nguyen, and Davide Di Ruscio. 2024. Good things come in three: Generating SO Post Titles with Pre-Trained Models, Self Improvement and Post Ranking. In Proceedings of the 18th ESEM (Barcelona, Spain) (ESEM '24). Association for Computing Machinery, New York, NY, USA, 212\u2013222. 10.1145\/3674805.3686682"},{"key":"e_1_3_2_1_14_1","volume-title":"Proceedings of the 37th International Conference on Neural Information Processing Systems","author":"Li Guohao","year":"2024","unstructured":"Guohao Li, Hasan Abed Al Kader Hammoud, Hani Itani, Dmitrii Khizbullin, and Bernard Ghanem. 2024. CAMEL: communicative agents for \"mind\" exploration of large language model society. In Proceedings of the 37th International Conference on Neural Information Processing Systems (New Orleans, LA, USA) (NIPS '23). Curran Associates Inc., Red Hook, NY, USA, Article 2264, 18 pages."},{"key":"e_1_3_2_1_15_1","volume-title":"ROUGE: A Package for Automatic Evaluation of Summaries. In Text Summarization Branches Out","author":"Lin Chin-Yew","year":"2004","unstructured":"Chin-Yew Lin. 2004. ROUGE: A Package for Automatic Evaluation of Summaries. In Text Summarization Branches Out. Association for Computational Linguistics, Barcelona, Spain, 74\u201381. https:\/\/aclanthology.org\/W04-1013"},{"key":"e_1_3_2_1_16_1","volume-title":"Proceedings of the 46th IEEE\/ACM International Conference on Software Engineering, ICSE 2024","author":"Mastropaolo Antonio","year":"2024","unstructured":"Antonio Mastropaolo, Matteo Ciniselli, Massimiliano Di Penta, and Gabriele Bavota. 2024. Evaluating Code Summarization Techniques: A New Metric and an Empirical Characterization. In Proceedings of the 46th IEEE\/ACM International Conference on Software Engineering, ICSE 2024, Lisbon, Portugal, April 14\u201320, 2024. ACM, 218:1\u2013218:13. 10.1145\/3597503.3639174"},{"key":"e_1_3_2_1_17_1","volume-title":"Juri Di Rocco, and Davide Di Ruscio","author":"Nguyen Duc S. H.","year":"2025","unstructured":"Duc S. H. Nguyen, Bach G. Truong, Phuong T. Nguyen, Juri Di Rocco, and Davide Di Ruscio. 2025. Replication package for \"Teamwork makes the dream work: LLMs-Based Agents for GitHub README Summarization\". https:\/\/github.com\/MDEGroup\/Metagente"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2024.112059"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/MS.2023.3248401"},{"key":"e_1_3_2_1_20_1","volume-title":"ICPR 2024 (Lecture Notes in Computer Science), Apostolos Antonacopoulos, Subhasis Chaudhuri, Rama Chellappa, Cheng-Lin Liu, Saumik Bhattacharya, and Umapada Pal (Eds.)","volume":"15301","author":"Pathak Prakrit","year":"2024","unstructured":"Prakrit Pathak and Prashant Singh Rana. 2024. Comparative Analysis of Pre-trained Models for Text Classification, Generation and Summarization: A Detailed Analysis. In Pattern Recognition - 27th International Conference, ICPR 2024 (Lecture Notes in Computer Science), Apostolos Antonacopoulos, Subhasis Chaudhuri, Rama Chellappa, Cheng-Lin Liu, Saumik Bhattacharya, and Umapada Pal (Eds.), Vol. 15301. Springer, 151\u2013166. 10.1007\/978-3-031-78107-0_10"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"crossref","unstructured":"Prakrit Pathak and Prashant Singh Rana. 2025. Comparative Analysis of Pre-trained Models for Text Classification Generation and Summarization: A Detailed Analysis. In Pattern Recognition Apostolos Antonacopoulos Subhasis Chaudhuri Rama Chellappa Cheng-Lin Liu Saumik Bhattacharya and Umapada Pal (Eds.). Springer Nature Switzerland Cham 151\u2013166.","DOI":"10.1007\/978-3-031-78107-0_10"},{"key":"e_1_3_2_1_22_1","unstructured":"2021-03-23 popular-3k python. 2023. Dataset \u2014 Software Heritage documentation. https:\/\/docs.softwareheritage.org\/devel\/swh-dataset\/graph\/dataset.html"},{"key":"e_1_3_2_1_23_1","volume-title":"Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (Montreal QC, Canada) (CHI '18)","author":"Rule Adam","unstructured":"Adam Rule, Aur\u00e9lien Tabard, and James D. Hollan. 2018. Exploration and Explanation in Computational Notebooks. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (Montreal QC, Canada) (CHI '18). Association for Computing Machinery, New York, NY, USA, 1\u201312. 10.1145\/3173574.3173606"},{"key":"e_1_3_2_1_24_1","volume-title":"Proceedings of the 2023 7th International Conference on Advances in Artificial Intelligence. 92\u201397","author":"Soygazi Fatih","year":"2023","unstructured":"Fatih Soygazi and Damla Oguz. 2023. An Analysis of Large Language Models and LangChain in Mathematics Education. In Proceedings of the 2023 7th International Conference on Advances in Artificial Intelligence. 92\u201397."},{"key":"e_1_3_2_1_25_1","volume-title":"International Conference on Applied Engineering and Natural Sciences","volume":"1","author":"Topsakal Oguzhan","year":"2023","unstructured":"Oguzhan Topsakal and Tahir Cetin Akinci. 2023. Creating large language model applications utilizing langchain: A primer on developing llm apps fast. In International Conference on Applied Engineering and Natural Sciences, Vol. 1. 1050\u20131056."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1007\/S11704-024-40231-1"},{"key":"e_1_3_2_1_27_1","volume-title":"Proceedings of the 39th IEEE\/ACM ASE (ASE '24)","author":"Wang Luqiao","year":"2024","unstructured":"Luqiao Wang, Yangtao Zhou, Huiying Zhuang, Qingshan Li, Di Cui, Yutong Zhao, and Lu Wang. 2024. Unity Is Strength: Collaborative LLM-Based Agents for Code Reviewer Recommendation. In Proceedings of the 39th IEEE\/ACM ASE (ASE '24). ACM, New York, NY, USA, 2235\u20132239. 10.1145\/3691620.3695291"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","unstructured":"Tianlei Wang Shaowei Wang and Tse-Hsun (Peter) Chen. 2022. Study the Correlation between the Readme File of Github Projects and Their Popularity. 10.2139\/ssrn.4281782","DOI":"10.2139\/ssrn.4281782"},{"key":"e_1_3_2_1_29_1","volume-title":"Schmidt","author":"White Jules","year":"2023","unstructured":"Jules White, Quchen Fu, Sam Hays, Michael Sandborn, Carlos Olea, Henry Gilbert, Ashraf Elnashar, Jesse Spencer-Smith, and Douglas C. Schmidt. 2023. A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT. arXiv:cs.SE\/2302.11382 https:\/\/arxiv.org\/abs\/2302.11382"},{"key":"e_1_3_2_1_30_1","volume-title":"First Conference on Language Modeling. https:\/\/openreview.net\/forum?id=BAakY1hNKS","author":"Wu Qingyun","year":"2024","unstructured":"Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Jiale Liu, Ahmed Hassan Awadallah, Ryen W White, Doug Burger, and Chi Wang. 2024. AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversations. In First Conference on Language Modeling. https:\/\/openreview.net\/forum?id=BAakY1hNKS"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.2407.01489"},{"key":"e_1_3_2_1_32_1","volume-title":"The Twelfth International Conference on Learning Representations, ICLR 2024","author":"Yang Chengrun","year":"2024","unstructured":"Chengrun Yang, Xuezhi Wang, Yifeng Lu, Hanxiao Liu, Quoc V. Le, Denny Zhou, and Xinyun Chen. 2024. Large Language Models as Optimizers. In The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7\u201311, 2024. OpenReview.net. https:\/\/openreview.net\/forum?id=Bb4VGOWELI"},{"key":"e_1_3_2_1_33_1","volume-title":"Pedro Moura, Markus Wagner, and Gustavo Pinto.","author":"Zanartu Francisco","year":"2022","unstructured":"Francisco Zanartu, Christoph Treude, Bruno Cartaxo, Hudson Silva Borges, Pedro Moura, Markus Wagner, and Gustavo Pinto. 2022. Automatically Categorising GitHub Repositories by Application Domain. http:\/\/arxiv.org\/abs\/2208.00269"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/3540250.3558934"},{"key":"e_1_3_2_1_35_1","volume-title":"The Eleventh International Conference on Learning Representations, ICLR 2023","author":"Zhou Yongchao","year":"2023","unstructured":"Yongchao Zhou, Andrei Ioan Muresanu, Ziwen Han, Keiran Paster, Silviu Pitis, Harris Chan, and Jimmy Ba. 2023. Large Language Models are Human-Level Prompt Engineers. In The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1\u20135, 2023. OpenReview.net. https:\/\/openreview.net\/forum?id=92gvk82DE-"}],"event":{"name":"FSE Companion '25: 33rd ACM International Conference on the Foundations of Software Engineering","location":"Clarion Hotel Trondheim Trondheim Norway","acronym":"FSE Companion '25","sponsor":["SIGSOFT ACM Special Interest Group on Software Engineering"]},"container-title":["Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3696630.3728511","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,28]],"date-time":"2025-07-28T19:11:42Z","timestamp":1753729902000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3696630.3728511"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,23]]},"references-count":35,"alternative-id":["10.1145\/3696630.3728511","10.1145\/3696630"],"URL":"https:\/\/doi.org\/10.1145\/3696630.3728511","relation":{},"subject":[],"published":{"date-parts":[[2025,6,23]]},"assertion":[{"value":"2025-07-28","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}