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 • 27
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 • 42
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 • 4
Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System Paper • 2410.08115 • Published Oct 10 • 8
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations Paper • 2410.02707 • Published Oct 3 • 48
RevisEval: Improving LLM-as-a-Judge via Response-Adapted References Paper • 2410.05193 • Published Oct 7 • 12
SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference Acceleration Paper • 2410.02367 • Published Oct 3 • 47