MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning
Paper
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2310.03731
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Published
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29
Articles
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ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search
Paper • 2310.13227 • Published • 13 -
ChipNeMo: Domain-Adapted LLMs for Chip Design
Paper • 2311.00176 • Published • 9 -
Language Models can be Logical Solvers
Paper • 2311.06158 • Published • 23 -
JARVIS-1: Open-World Multi-task Agents with Memory-Augmented Multimodal Language Models
Paper • 2311.05997 • Published • 37 -
Lumos: Learning Agents with Unified Data, Modular Design, and Open-Source LLMs
Paper • 2311.05657 • Published • 32 -
JaxMARL: Multi-Agent RL Environments in JAX
Paper • 2311.10090 • Published • 8 -
ML-Bench: Large Language Models Leverage Open-source Libraries for Machine Learning Tasks
Paper • 2311.09835 • Published • 11 -
Large Language Models for Mathematicians
Paper • 2312.04556 • Published • 13 -
G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model
Paper • 2312.11370 • Published • 20 -
Boundary Attention: Learning to Find Faint Boundaries at Any Resolution
Paper • 2401.00935 • Published • 18 -
Teaching Large Language Models to Reason with Reinforcement Learning
Paper • 2403.04642 • Published • 51 -
LLM Agent Operating System
Paper • 2403.16971 • Published • 69 -
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking
Paper • 2501.04519 • Published • 277 -
Evolving Deeper LLM Thinking
Paper • 2501.09891 • Published • 114 -
AgentRxiv: Towards Collaborative Autonomous Research
Paper • 2503.18102 • Published • 22 -
TTRL: Test-Time Reinforcement Learning
Paper • 2504.16084 • Published • 80 -
Learning Adaptive Parallel Reasoning with Language Models
Paper • 2504.15466 • Published • 38 -
LLMs are Greedy Agents: Effects of RL Fine-tuning on Decision-Making Abilities
Paper • 2504.16078 • Published • 15 -
FlowReasoner: Reinforcing Query-Level Meta-Agents
Paper • 2504.15257 • Published • 43 -
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning
Paper • 2504.17192 • Published • 58 -
AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset
Paper • 2504.16891 • Published • 13