Ye Tian

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authored 9 papers about 1 year ago

Stabilizing RLHF through Advantage Model and Selective Rehearsal

Paper • 2309.10202 • Published Sep 18, 2023 • 11

Collaborative decoding of critical tokens for boosting factuality of large language models

Paper • 2402.17982 • Published Feb 28, 2024

Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Paper • 2404.12253 • Published Apr 18, 2024 • 55

Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching

Paper • 2406.06326 • Published Jun 10, 2024 • 2

LiteSearch: Efficacious Tree Search for LLM

Paper • 2407.00320 • Published Jun 29, 2024 • 40

Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning

Paper • 2407.00617 • Published Jun 30, 2024 • 7

Towards Self-Improvement of LLMs via MCTS: Leveraging Stepwise Knowledge with Curriculum Preference Learning

Paper • 2410.06508 • Published Oct 9, 2024 • 11

DivScene: Benchmarking LVLMs for Object Navigation with Diverse Scenes and Objects

Paper • 2410.02730 • Published Oct 3, 2024

VidEgoThink: Assessing Egocentric Video Understanding Capabilities for Embodied AI

Paper • 2410.11623 • Published Oct 15, 2024 • 49