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ICPC 2022
Mon 16 - Tue 17 May 2022
co-located with ICSE 2022
Mon 16 May 2022 20:24 - 20:31 at ICPC room - Session 8: Search and Reuse: Libraries & APIs Chair(s): Masud Rahman

It is not a trivial problem to collect API-relevant examples, usages, and mentions on venues such as Stack Overflow. It requires efforts to correctly recognize whether the discussion refers to the API method that developers/tools are searching for. The content of the Stack Overflow thread, which consists of both text paragraphs describing the involvement of the API method in the discussion and the code snippets containing the API invocation, may refer to the given API method. Leveraging this observation, we develop ARSeek, a context-specific algorithm to capture the semantic and syntactic information of the paragraphs and code snippets in a discussion. ARSeek combines a syntactic word-based score with a score from a predictive model fine tuned from CodeBERT. ARSeek beats the state-of-the-art approach by 14% in terms of F1-score.

Mon 16 May

Displayed time zone: Eastern Time (US & Canada) change

20:10 - 20:50
Session 8: Search and Reuse: Libraries & APIsResearch / Replications and Negative Results (RENE) at ICPC room
Chair(s): Masud Rahman Dalhousie University
20:10
7m
Talk
On the Effectiveness of Pretrained Models for API Learning
Research
Mohammad Abdul Hadi University of British Columbia, Imam Nur Bani Yusuf Singapore Management University, Ferdian Thung Singapore Management University, Kien Luong School of Computing and Information Systems, Singapore Management University, Fatemeh Hendijani Fard University of British Columbia, Lingxiao Jiang Singapore Management University, David Lo Singapore Management University
Media Attached
20:17
7m
Talk
Deep API Learning Revisited
Replications and Negative Results (RENE)
James Martin McGill University, Jin L.C. Guo McGill University
Pre-print Media Attached
20:24
7m
Talk
ARSeek: Identifying API Resource using Code and Discussion on Stack Overflow
Research
Kien Luong School of Computing and Information Systems, Singapore Management University, Mohammad Abdul Hadi University of British Columbia, Ferdian Thung Singapore Management University, Fatemeh Hendijani Fard University of British Columbia, David Lo Singapore Management University
Media Attached
20:31
7m
Talk
Benchmarking Library Recognition in Tweets
Research
Ting Zhang Singapore Management University, Divya Prabha CHANDRASEKARAN Singapore Management University, Ferdian Thung Singapore Management University, David Lo Singapore Management University
Pre-print Media Attached
20:38
12m
Live Q&A
Q&A-Paper Session 8
Research


Information for Participants
Mon 16 May 2022 20:10 - 20:50 at ICPC room - Session 8: Search and Reuse: Libraries & APIs Chair(s): Masud Rahman
Info for room ICPC room:

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