Neel Sundaresan
Neel Sundaresan has 2 papers in our library, in 2020–2023; often with Alexey Svyatkovskiy, Dawn Drain, Daxin Jiang.
OpenAlex · ORCID · Wikidata · h-index 34 · 161 works · 5,739 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 223 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #6786
Affiliations
🏢MicrosoftRedmond ·
United States2014–2026 · 44 papers🏢eBaySan Jose ·
United States2007–2015 · 45 papers🏢eBayDublin ·
Ireland2008–2015 · 8 papers🔬IBM Research - AlmadenSan Jose ·
United States1999–2002 · 8 papers🎓Stanford UniversityStanford ·
United States2012–2020 · 3 papers🏢EndoGastric SolutionsRedmond ·
United States2020–2023 · 2 papers🏢OFM ResearchRedmond ·
United States2020–2023 · 2 papers🤝National Bureau of Economic ResearchCambridge ·
United States2012–2013 · 2 papers🏢IBMArmonk ·
United States2000–2002 · 2 papers
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksInformation Systems · 2 worksLanguage and Linguistics · 2 worksComputer Science Applications · 1 work
Works by year
2020s
Papers
- PyMT5: multi-mode translation of natural language and Python code with transformers (2020 · 158 citations)
The paper tackles joint modeling of Python source code and its natural-language documentation. The authors propose a single sequence-to-sequence transformer, PyMT5, that converts in both directions: it writes method bodies from signatures or docstrings, and it summarizes code into docstrings. Code and text are… - Code Execution with Pre-trained Language Models (2023 · 38 citations)
Most pre-trained code models learn from source text and static structure such as ASTs or data flow. They do not see how a program actually behaves at runtime. This paper asks whether a Transformer can learn to emulate execution: given a Python program, it must generate the full execution trace, meaning the order in…
All works
- Large-Scale Video Summarization Using Web-Image Priors ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAditya Khosla et al.2013 · 287 citations
- PyMT5: multi-mode translation of natural language and Python code with transformersConference on Empirical Methods in Natural Language Processing (EMNLP)Colin Clement, Dawn Drain, Jonathan Timcheck, et al.2020 · 158 citations
- Code Execution with Pre-trained Language ModelsFindings of the Association for Computational LinguisticsChenxiao Liu, Shuai Lu, Weizhu Chen, et al.2023 · 38 citations
Co-authors here
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2020
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2023
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
Cited by
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