ProcessBench: Identifying Process Errors in Mathematical Reasoning Paper • 2412.06559 • Published 28 days ago • 72
Maya: An Instruction Finetuned Multilingual Multimodal Model Paper • 2412.07112 • Published 27 days ago • 25
Diving into Self-Evolving Training for Multimodal Reasoning Paper • 2412.17451 • Published 14 days ago • 41
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners Paper • 2412.17256 • Published 14 days ago • 44
Offline Reinforcement Learning for LLM Multi-Step Reasoning Paper • 2412.16145 • Published 17 days ago • 37
MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval Paper • 2412.14475 • Published 18 days ago • 52
Progressive Multimodal Reasoning via Active Retrieval Paper • 2412.14835 • Published 18 days ago • 71
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference Paper • 2412.13663 • Published 19 days ago • 118
Compressed Chain of Thought: Efficient Reasoning Through Dense Representations Paper • 2412.13171 • Published 20 days ago • 31
Reliable, Reproducible, and Really Fast Leaderboards with Evalica Paper • 2412.11314 • Published 22 days ago • 2
The Open Source Advantage in Large Language Models (LLMs) Paper • 2412.12004 • Published 21 days ago • 9
SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models Paper • 2412.11605 • Published 21 days ago • 16
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation Paper • 2412.11919 • Published 21 days ago • 33
Smaller Language Models Are Better Instruction Evolvers Paper • 2412.11231 • Published 22 days ago • 27
Apollo: An Exploration of Video Understanding in Large Multimodal Models Paper • 2412.10360 • Published 24 days ago • 136
Multimodal Latent Language Modeling with Next-Token Diffusion Paper • 2412.08635 • Published 26 days ago • 42
Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition Paper • 2412.09501 • Published 25 days ago • 43
Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions Paper • 2412.08737 • Published 26 days ago • 52
InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions Paper • 2412.09596 • Published 25 days ago • 92
Chimera: Improving Generalist Model with Domain-Specific Experts Paper • 2412.05983 • Published 29 days ago • 9
Evaluating and Aligning CodeLLMs on Human Preference Paper • 2412.05210 • Published about 1 month ago • 47
Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs Paper • 2412.21187 • Published 7 days ago • 26
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Paper • 2412.18702 • Published 13 days ago • 5
Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey Paper • 2412.18619 • Published 21 days ago • 49
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs Paper • 2412.18925 • Published 12 days ago • 86
MMFactory: A Universal Solution Search Engine for Vision-Language Tasks Paper • 2412.18072 • Published 13 days ago • 14
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search Paper • 2412.18319 • Published 13 days ago • 34
Bridging the Data Provenance Gap Across Text, Speech and Video Paper • 2412.17847 • Published 18 days ago • 7
SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval Paper • 2412.15443 • Published 18 days ago • 8
Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Paper • 2412.15797 • Published 17 days ago • 16
OpenRFT: Adapting Reasoning Foundation Model for Domain-specific Tasks with Reinforcement Fine-Tuning Paper • 2412.16849 • Published 15 days ago • 7
Outcome-Refining Process Supervision for Code Generation Paper • 2412.15118 • Published 18 days ago • 19
DRT-o1: Optimized Deep Reasoning Translation via Long Chain-of-Thought Paper • 2412.17498 • Published 14 days ago • 21