Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Paper • 2412.15797 • Published 8 days ago • 9
Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization Paper • 2412.17739 • Published 5 days ago • 28
Outcome-Refining Process Supervision for Code Generation Paper • 2412.15118 • Published 9 days ago • 15
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners Paper • 2412.17256 • Published 5 days ago • 38
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks Paper • 2412.14161 • Published 10 days ago • 44
Evaluation Agent: Efficient and Promptable Evaluation Framework for Visual Generative Models Paper • 2412.09645 • Published 18 days ago • 35
Byte Latent Transformer: Patches Scale Better Than Tokens Paper • 2412.09871 • Published 15 days ago • 76
Wonderful Matrices: Combining for a More Efficient and Effective Foundation Model Architecture Paper • 2412.11834 • Published 12 days ago • 6
Star Attention: Efficient LLM Inference over Long Sequences Paper • 2411.17116 • Published Nov 26 • 47
Aligning Large Language Models via Self-Steering Optimization Paper • 2410.17131 • Published Oct 22 • 21
SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs Paper • 2410.13276 • Published Oct 17 • 25
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation Paper • 2410.13848 • Published Oct 17 • 31
MixEval-X: Any-to-Any Evaluations from Real-World Data Mixtures Paper • 2410.13754 • Published Oct 17 • 74
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization Paper • 2410.08815 • Published Oct 11 • 43
From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning Paper • 2410.06456 • Published Oct 9 • 35
Accelerated Preference Optimization for Large Language Model Alignment Paper • 2410.06293 • Published Oct 8 • 5