Kensen Shi
- PaLM: Scaling Language Modeling with Pathways
2022/04/05 by Aakanksha Chowdhery, Sharan Narang, Chowdhery, Aakanksha +129 · 438 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- NExT: Teaching Large Language Models to Reason about Code Execution
2024/04/23 by Ansong Ni, Ni, Ansong, Miltiadis Allamanis +11 · 2 voices · 7 citations
Computer Science · #cs.LG #cs.CL #cs.PL #cs.SE
- Natural Language to Code Generation in Interactive Data Science Notebooks
2022/12/19 by Pengcheng Yin, Wen-Ding Li, Yin, Pengcheng +21 · 17 citations
Computer Science · #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning and Data Classification #Software Engineering (cs.SE) #Software Engineering Research
- Natural Language Outlines for Code: Literate Programming in the LLM Era
2024/08/09 by Kensen Shi, Deniz Altınbüken, Saswat Anand +18 · 4 voices
Computer Science · #Digital Rights Management and Security #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #cs.AI #cs.CL #cs.HC #cs.LG #cs.SE
- Grounding Data Science Code Generation with Input-Output Specifications
2024/02/12 by Yeming Wen, Pengcheng Yin, Wen, Yeming +9 · 2 citations
Computer Science · #Model-Driven Software Engineering Techniques
- Compositional Generalization and Decomposition in Neural Program Synthesis
2022/04/07 by Kensen Shi, Shi, Kensen, Joey Hong +7 · 1 citation
Computer Science · Materials Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Programming Languages (cs.PL) #Software Engineering Research #Software Testing and Debugging Techniques