Yanwen Peng

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upvoted a paper about 4 hours ago

Efficient Reasoning Training Does Not Always Harm CoT Faithfulness and Monitorability

Paper • 2610.03509 • Published 4 days ago • 6

upvoted a paper 4 days ago

Synthetic Pre-pretraining Survives Scale, but Not as a Grammatical Prior

Paper • 2609.39827 • Published 6 days ago • 12

upvoted a paper 3 months ago

MultiHashFormer: Hash-based Generative Language Models

Paper • 2606.28057 • Published Jun 26 • 23

upvoted a paper 6 months ago

Where does output diversity collapse in post-training?

Paper • 2604.16027 • Published Apr 17 • 21

upvoted 2 papers 8 months ago

Fundamental Reasoning Paradigms Induce Out-of-Domain Generalization in Language Models

Paper • 2602.08658 • Published Feb 9 • 13

No Shortcuts to Culture: Indonesian Multi-hop Question Answering for Complex Cultural Understanding

Paper • 2602.03709 • Published Feb 3 • 8

upvoted 2 papers 9 months ago

An Empirical Study on Preference Tuning Generalization and Diversity Under Domain Shift

Paper • 2601.05882 • Published Jan 9 • 21

Enhancing Linguistic Competence of Language Models through Pre-training with Language Learning Tasks

Paper • 2601.03448 • Published Jan 6 • 13

upvoted 2 papers 12 months ago

Deconstructing Attention: Investigating Design Principles for Effective Language Modeling

Paper • 2510.11602 • Published Oct 13, 2025 • 15

Fine-Tuning on Noisy Instructions: Effects on Generalization and Performance

Paper • 2510.03528 • Published Oct 3, 2025 • 20

upvoted 2 papers about 1 year ago

Analysing Chain of Thought Dynamics: Active Guidance or Unfaithful Post-hoc Rationalisation?

Paper • 2508.19827 • Published Aug 27, 2025 • 33

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

Paper • 2508.07407 • Published Aug 10, 2025 • 100