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Collections including paper arxiv:2506.07927

BrokenMath: A Benchmark for Sycophancy in Theorem Proving with LLMs

Paper • 2510.04721 • Published Oct 6, 2025
FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models

Paper • 2505.02735 • Published May 5, 2025 • 33
PolyMath: Evaluating Mathematical Reasoning in Multilingual Contexts

Paper • 2504.18428 • Published Apr 25, 2025
MathConstruct: Challenging LLM Reasoning with Constructive Proofs

Paper • 2502.10197 • Published Feb 14, 2025

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8, 2025 • 125 • 98
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12, 2025 • 38
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30, 2025 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23, 2025 • 88

GR00T N1: An Open Foundation Model for Generalist Humanoid Robots

Paper • 2503.14734 • Published Mar 18, 2025 • 6
Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation

Paper • 2401.02117 • Published Jan 4, 2024 • 33
SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics

Paper • 2506.01844 • Published Jun 2, 2025 • 148
Vision-Guided Chunking Is All You Need: Enhancing RAG with Multimodal Document Understanding

Paper • 2506.16035 • Published Jun 19, 2025 • 89

Solving Inequality Proofs with Large Language Models

Paper • 2506.07927 • Published Jun 9, 2025 • 20
Mathesis: Towards Formal Theorem Proving from Natural Languages

Paper • 2506.07047 • Published Jun 8, 2025 • 6
Pre-trained Large Language Models Learn Hidden Markov Models In-context

Paper • 2506.07298 • Published Jun 8, 2025 • 26
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning

Paper • 2507.00432 • Published Jul 1, 2025 • 79

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning

Paper • 2505.10557 • Published May 15, 2025 • 47
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning

Paper • 2505.16400 • Published May 22, 2025 • 35
PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Paper • 2505.15929 • Published May 21, 2025 • 49
VideoMathQA: Benchmarking Mathematical Reasoning via Multimodal Understanding in Videos

Paper • 2506.05349 • Published Jun 5, 2025 • 24

Transformers Can Do Arithmetic with the Right Embeddings

Paper • 2405.17399 • Published May 27, 2024 • 54
Solving Inequality Proofs with Large Language Models

Paper • 2506.07927 • Published Jun 9, 2025 • 20
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning

Paper • 2507.00432 • Published Jul 1, 2025 • 79
CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization

Paper • 2507.06181 • Published Jul 8, 2025 • 45

BrokenMath: A Benchmark for Sycophancy in Theorem Proving with LLMs

Paper • 2510.04721 • Published Oct 6, 2025
FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models

Paper • 2505.02735 • Published May 5, 2025 • 33
PolyMath: Evaluating Mathematical Reasoning in Multilingual Contexts

Paper • 2504.18428 • Published Apr 25, 2025
MathConstruct: Challenging LLM Reasoning with Constructive Proofs

Paper • 2502.10197 • Published Feb 14, 2025

Solving Inequality Proofs with Large Language Models

Paper • 2506.07927 • Published Jun 9, 2025 • 20
Mathesis: Towards Formal Theorem Proving from Natural Languages

Paper • 2506.07047 • Published Jun 8, 2025 • 6
Pre-trained Large Language Models Learn Hidden Markov Models In-context

Paper • 2506.07298 • Published Jun 8, 2025 • 26
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning

Paper • 2507.00432 • Published Jul 1, 2025 • 79

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8, 2025 • 125 • 98
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12, 2025 • 38
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30, 2025 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23, 2025 • 88

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning

Paper • 2505.10557 • Published May 15, 2025 • 47
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning

Paper • 2505.16400 • Published May 22, 2025 • 35
PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Paper • 2505.15929 • Published May 21, 2025 • 49
VideoMathQA: Benchmarking Mathematical Reasoning via Multimodal Understanding in Videos

Paper • 2506.05349 • Published Jun 5, 2025 • 24

GR00T N1: An Open Foundation Model for Generalist Humanoid Robots

Paper • 2503.14734 • Published Mar 18, 2025 • 6
Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation

Paper • 2401.02117 • Published Jan 4, 2024 • 33
SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics

Paper • 2506.01844 • Published Jun 2, 2025 • 148
Vision-Guided Chunking Is All You Need: Enhancing RAG with Multimodal Document Understanding

Paper • 2506.16035 • Published Jun 19, 2025 • 89

Transformers Can Do Arithmetic with the Right Embeddings

Paper • 2405.17399 • Published May 27, 2024 • 54
Solving Inequality Proofs with Large Language Models

Paper • 2506.07927 • Published Jun 9, 2025 • 20
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning

Paper • 2507.00432 • Published Jul 1, 2025 • 79
CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization

Paper • 2507.06181 • Published Jul 8, 2025 • 45

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