Agentless: Demystifying LLM-based Software Engineering Agents Paper • 2407.01489 • Published Jul 1, 2024 • 54
Agent Laboratory: Using LLM Agents as Research Assistants Paper • 2501.04227 • Published 5 days ago • 66
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though Paper • 2501.04682 • Published 4 days ago • 72
LLM Reasoning Papers Collection Papers to improve reasoning capabilities of LLMs • 18 items • Updated 3 days ago • 99
HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation Paper • 2412.21199 • Published 13 days ago • 11
Training Software Engineering Agents and Verifiers with SWE-Gym Paper • 2412.21139 • Published 13 days ago • 20
Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs Paper • 2412.21187 • Published 13 days ago • 34
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis Paper • 2412.19723 • Published 16 days ago • 78
Dynamic Scaling of Unit Tests for Code Reward Modeling Paper • 2501.01054 • Published 11 days ago • 16
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings Paper • 2501.01257 • Published 10 days ago • 45
SDPO: Segment-Level Direct Preference Optimization for Social Agents Paper • 2501.01821 • Published 9 days ago • 18
PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models Paper • 2501.03124 • Published 6 days ago • 12