ICSE 2022 (series) / MSR 2022 (series) / Data and Tool Showcase Track /
SOSum: A Dataset of Stack Overflow Post Summaries
Wed 18 May 2022 14:22 - 14:26 at MSR Main room - even hours - Session 5: Communication & Domains Chair(s): Masud Rahman, Mahmoud Alfadel
Mon 23 May 2022 14:31 - 14:39 at Room 315+316 - Blended Technical Session 2 (Machine Learning and Information Retrieval) Chair(s): Preetha Chatterjee
Mon 23 May 2022 14:31 - 14:39 at Room 315+316 - Blended Technical Session 2 (Machine Learning and Information Retrieval) Chair(s): Preetha Chatterjee
Stack Overflow (SO) is becoming an indispensable part of the modern software development workflow. However, navigating SO posts and comparing different solutions is time-consuming and cumbersome given the limited time, attention, and memory capacity of programmers. Recent research has proposed to summarize SO posts to concise text to help programmers quickly decide the relevance and quality of SO posts. Yet there is no large, comprehensive dataset of high-quality SO post summaries, which hinders the development and evaluation of post summarization techniques. We present SOSum, a dataset of 2278 popular SO posts with manually labeled summative sentences. Questions in SOSum cover 669 tags with a median view count of 253K and a median post score of 17. This dataset will foster research on sentence-level summarization of SO posts and has the potential to facilitate text summarization research on other types of textual software artifacts such as programming tutorials.
Wed 18 MayDisplayed time zone: Eastern Time (US & Canada) change
Wed 18 May
Displayed time zone: Eastern Time (US & Canada) change
14:00 - 14:50 | Session 5: Communication & Domains Data and Tool Showcase Track / Technical Papers at MSR Main room - even hours Chair(s): Masud Rahman Dalhousie University, Mahmoud Alfadel University of Waterloo | ||
14:00 7mTalk | Painting the Landscape of Automotive Software in GitHub Technical Papers Sangeeth Kochanthara Eindhoven University of Technology, Yanja Dajsuren Eindhoven University of Technology, Loek Cleophas Eindhoven University of Technology (TU/e) and Stellenbosch University (SU), Mark van den Brand Eindhoven University of Technology Pre-print Media Attached | ||
14:07 7mFull-paper | Mining the Usage of Reactive Programming APIs: A Study on GitHub and Stack Overflow Technical Papers Carlos Zimmerle Federal University of Pernambuco, Kiev Gama Federal University of Pernambuco, Fernando Castor Utrecht University & Federal University of Pernambuco, José Murilo Filho Federal University of Pernambuco DOI Pre-print | ||
14:14 4mTalk | SoCCMiner: A Source Code-Comments and Comment-Context Miner Data and Tool Showcase Track Murali Sridharan University of Oulu, Mika Mäntylä University of Oulu, Maëlick Claes University of Oulu, Leevi Rantala University of Oulu Pre-print | ||
14:18 4mTalk | SLNET: A Redistributable Corpus of 3rd-party Simulink Models Data and Tool Showcase Track Sohil Lal Shrestha The University of Texas at Arlington, Shafiul Azam Chowdhury University of Texas at Arlington, Christoph Csallner University of Texas at Arlington DOI Pre-print Media Attached | ||
14:22 4mTalk | SOSum: A Dataset of Stack Overflow Post Summaries Data and Tool Showcase Track Bonan Kou Purdue University, Yifeng Di Purdue University, Muhao Chen University of Southern California, Tianyi Zhang Purdue University | ||
14:26 4mTalk | Inspect4py: A Knowledge Extraction Framework for Python Code Repositories Data and Tool Showcase Track | ||
14:30 4mTalk | DISCO: A Dataset of Discord Chat Conversations for Software Engineering Research Data and Tool Showcase Track Keerthana Muthu Subash Carleton University, Canada, Lakshmi Prasanna Kumar Carleton University, Canada, Sri Lakshmi Vadlamani Carleton University, Canada, Preetha Chatterjee Drexel University, USA, Olga Baysal Carleton University DOI Pre-print Media Attached | ||
14:34 16mLive Q&A | Discussions and Q&A Technical Papers | ||
Mon 23 MayDisplayed time zone: Eastern Time (US & Canada) change
Mon 23 May
Displayed time zone: Eastern Time (US & Canada) change
13:30 - 15:00 | Blended Technical Session 2 (Machine Learning and Information Retrieval) Technical Papers / Data and Tool Showcase Track at Room 315+316 Chair(s): Preetha Chatterjee Drexel University, USA | ||
13:30 15mTalk | Methods for Stabilizing Models across Large Samples of Projects(with case studies on Predicting Defect and Project Health) Technical Papers Suvodeep Majumder North Carolina State University, Tianpei Xia North Carolina State University, Rahul Krishna North Carolina State University, Tim Menzies North Carolina State University Pre-print Media Attached | ||
13:45 15mTalk | GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses Technical Papers Wei Ma SnT, University of Luxembourg, Mengjie Zhao LMU Munich, Ezekiel Soremekun SnT, University of Luxembourg, Qiang Hu University of Luxembourg, Jie M. Zhang King's College London, Mike Papadakis University of Luxembourg, Luxembourg, Maxime Cordy University of Luxembourg, Luxembourg, Xiaofei Xie Singapore Management University, Singapore, Yves Le Traon University of Luxembourg, Luxembourg Pre-print | ||
14:00 15mTalk | Senatus: A Fast and Accurate Code-to-Code Recommendation Engine Technical Papers Fran Silavong JP Morgan Chase & Co., Sean Moran JP Morgan Chase & Co., Antonios Georgiadis JP Morgan Chase & Co., Rohan Saphal JP Morgan Chase & Co., Robert Otter JP Morgan Chase & Co. DOI Pre-print Media Attached | ||
14:15 8mShort-paper | Comments on Comments: Where Code Review and Documentation Meet Technical Papers Nikitha Rao Carnegie Mellon University, Jason Tsay IBM Research, Martin Hirzel IBM Research, Vincent J. Hellendoorn Carnegie Mellon University DOI Pre-print File Attached | ||
14:23 8mShort-paper | On the Naturalness of Fuzzer Generated Code Technical Papers Rajeswari Hita Kambhamettu Carnegie Mellon University, John Billos Wake Forest University, Carolyn "Tomi" Oluwaseun-Apo Pennsylvania State University, Benjamin Gafford Carnegie Mellon University, Rohan Padhye Carnegie Mellon University, Vincent J. Hellendoorn Carnegie Mellon University | ||
14:31 8mTalk | SOSum: A Dataset of Stack Overflow Post Summaries Data and Tool Showcase Track Bonan Kou Purdue University, Yifeng Di Purdue University, Muhao Chen University of Southern California, Tianyi Zhang Purdue University | ||
14:39 21mLive Q&A | Discussions and Q&A Technical Papers | ||
Information for Participants
Wed 18 May 2022 14:00 - 14:50 at MSR Main room - even hours - Session 5: Communication & Domains Chair(s): Masud Rahman, Mahmoud Alfadel
Info for room MSR Main room - even hours: