SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models
Paper
•
2412.11605
•
Published
•
17
ShowAndTell
-
-
Byte Latent Transformer: Patches Scale Better Than Tokens
Paper • 2412.09871 • Published • 89 -
Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization
Paper • 2412.17739 • Published • 40 -
SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval
Paper • 2412.15443 • Published • 9 -
ProgCo: Program Helps Self-Correction of Large Language Models
Paper • 2501.01264 • Published • 25 -
SDPO: Segment-Level Direct Preference Optimization for Social Agents
Paper • 2501.01821 • Published • 18 -
ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use
Paper • 2501.02506 • Published • 10 -
PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models
Paper • 2501.03124 • Published • 14 -
Evaluating Sample Utility for Data Selection by Mimicking Model Weights
Paper • 2501.06708 • Published • 5