Kensen Shi
Kensen Shi has 2 papers in our library, in 2022–2023, most of them on Language models & pretraining, Code & programming languages; often with Charles Sutton, Aakanksha Chowdhery, Abhishek Rao.
OpenAlex · ORCID · Wikidata · h-index 9 · 21 works · 2,382 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 2,769 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #732
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workCode & programming languages · 1 work
💡 Concepts 3Key ideas and methods explained on our concept pages.Few-shot learning · 1 workLanguage model · 1 workLarge language models · 1 work
Works by year
2020s
Papers
- PaLM: Scaling Language Modeling with Pathways (2022 · 4,753 citations)
This paper asks whether making a dense Transformer language model much larger still improves few-shot learning, where a model solves a task from a short prompt and a few examples instead of being finetuned. - Natural Language to Code Generation in Interactive Data Science Notebooks (2023 · 63 citations)
Data scientists often work in Jupyter-style notebooks, where each new request to an AI coding assistant depends on earlier cells, their execution state, and previous requests.
All works
- PaLM: Scaling Language Modeling with PathwaysarXiv:2204.02311Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, et al.2022 · 4,753 citations
- Natural Language to Code Generation in Interactive Data Science NotebooksAnnual Meeting of the Association for Computational Linguistics (ACL)Pengcheng Yin, Wen-Ding Li, Kefan Xiao, et al.2023 · 63 citations
- NExT: Teaching Large Language Models to Reason about Code Execution ↗arXiv:2404.14662 · no summary yetAnsong Ni et al.2024 · 30 citations
Co-authors here
- Charles Sutton ×2
- Aakanksha Chowdhery
- Abhishek Rao
- Adam Roberts
- Gaurav Mishra
- Henryk Michalewski
- Hyung Won Chung
- Jacob Devlin
- Joshua Howland
- Kefan Xiao
- Maarten Bosma
- Oleksandr Polozov
Venues
Cited by
Updated
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