SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models
Paper
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2412.11605
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Published
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17
ShowAndTell
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Byte Latent Transformer: Patches Scale Better Than Tokens
Paper • 2412.09871 • Published • 88 -
Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization
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SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval
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ProgCo: Program Helps Self-Correction of Large Language Models
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SDPO: Segment-Level Direct Preference Optimization for Social Agents
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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