conftrace_

Yinlin Deng

3 papers · 2024–2024 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 👑 Triple Crown

❓ The Questioner

Conferences

ICLR (1) ICML (1) NIPS (1)

Top co-authors

Pengcheng Yin (2) Kensen Shi (2) Charles Sutton (2) Miltiadis Allamanis (1) Manzil Zaheer (1) Joey Hong (1) Zhezhen Cao (1) Ansong Ni (1) LINGMING ZHANG (1) Chunqiu Steven Xia (1)

Keywords

code generation (1) application programming interface (1) data science (1) large language model (1) api constraint (1) numerical constraint (1) numeric constraint (1) data science library (1) api parameter (1)

Papers

Can LLMs Implicitly Learn Numeric Parameter Constraints in Data Science APIs? NIPS 2024 ExeDec: Execution Decomposition for Compositional Generalization in Neural Program Synthesis ICLR 2024 NExT: Teaching Large Language Models to Reason about Code Execution ICML 2024