Agentless: Demystifying LLM-based Software Engineering Agents Paper • 2407.01489 • Published Jul 1, 2024 • 57
Agent Laboratory: Using LLM Agents as Research Assistants Paper • 2501.04227 • Published 8 days ago • 75
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though Paper • 2501.04682 • Published 7 days ago • 78
LLM Reasoning Papers Collection Papers to improve reasoning capabilities of LLMs • 20 items • Updated about 2 hours ago • 100
HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation Paper • 2412.21199 • Published 16 days ago • 11
Training Software Engineering Agents and Verifiers with SWE-Gym Paper • 2412.21139 • Published 16 days ago • 20
Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs Paper • 2412.21187 • Published 16 days ago • 35
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis Paper • 2412.19723 • Published 19 days ago • 78
Dynamic Scaling of Unit Tests for Code Reward Modeling Paper • 2501.01054 • Published 13 days ago • 16
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings Paper • 2501.01257 • Published 13 days ago • 46
SDPO: Segment-Level Direct Preference Optimization for Social Agents Paper • 2501.01821 • Published 12 days ago • 18
PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models Paper • 2501.03124 • Published 9 days ago • 13