paper-with-me

Papers Python Code Synthesis

“Python Code Synthesis” 태그가 달린 논문 2편 · 필터 해제

AutoCoder: Enhancing Code Large Language Model with \textsc{AIEV-Instruct}

2024-05-23 · Bin Lei, Yuchen Li, Qiuwu Chen

We introduce AutoCoder, the first Large Language Model to surpass GPT-4 Turbo (April 2024) and GPT-4o in pass@1 on the Human Eval benchmark test ($\mathbf{90.9\%}$ vs. $\mathbf{90.2\%}$). In addition, AutoCoder offers a …

Class-level Code GenerationCode CompletionCode GenerationCode Repair+8

Natural Language as Policies: Reasoning for Coordinate-Level Embodied Control with LLMs

2024-03-20 · Yusuke Mikami, Andrew Melnik, Jun Miura, Ville Hautamäki

We demonstrate experimental results with LLMs that address robotics task planning problems. Recently, LLMs have been applied in robotics task planning, particularly using a code generation approach that converts complex …

Logical ReasoningPrompt EngineeringPython Code SynthesisRobot Task Planning+1
1–2 / 2