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| "paper_id": "2021", | |
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| "text": "Welcome to NLP4Prog, the First Workshop on Natural Language Processing for Programming, colocated with ACL-IJCNLP 2021 online.", | |
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| "section": "Message from the Organizers", | |
| "sec_num": null | |
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| "text": "The proliferation of programming-related platforms such as GitHub and Stack Overflow has led to large amounts of rich, open-source data consisting of programs associated with natural language, such as natural language questions and answers with code snippets, open-source repositories with natural language comments, and communications between software developers. At the same time, deep learning based techniques have shown promising performance for modeling both natural language and computer programs. Driven by these revolutions on data and models, recent years have witnessed a major resurgence of using NLP techniques to assist programming (NLP4Prog).", | |
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| "section": "Message from the Organizers", | |
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| "text": "As promising as the current developments are, there are still many challenges remaining. This workshop aims to bring related communities (e.g., NLP, Software Engineering, Programming Language, Human-Machine Interaction, Robotics) together to review the recent advances related to NLP4Prog and discuss the remaining challenges and what to expect in the short-and long-term future. While there are similar workshops such as NLP-SEA and NLPaSE held recently, most of them are in conjunction with software engineering venues; to the best of our knowledge, this is the first workshop focusing on NLP for programming and to be held in NLP venues.", | |
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| "section": "Message from the Organizers", | |
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| "text": "A total of 31 papers were submitted and 25 were presented at the workshop. 10 of these papers appear in the proceedings, while the rest were submitted under a non-archival option. In addition, 4 papers from Findings of ACL were also offered presentation slots.", | |
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| "section": "Message from the Organizers", | |
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| "text": "We are thankful to all reviewers for their help in the selection of the program, for their readiness in engaging in thoughtful discussions about individual papers, and for providing valuable feedback to the authors. We would also like to thank the ACL workshop organizers for all the valuable help and support with organizational aspects of the conference. Finally, we would like to thank all our authors and presenters for making this such an exciting event! Program Committee ", | |
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| "section": "Message from the Organizers", | |
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