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deqing 

authored a paper 15 days ago

Token-Level Off-Policy Learning for Faithful Generation Under Distribution Shift

Paper • 2607.17524 • Published 16 days ago • 6

deqing 

submitted a paper to Daily Papers 15 days ago

Token-Level Off-Policy Learning for Faithful Generation Under Distribution Shift

Paper • 2607.17524 • Published 16 days ago • 6

deqing 

authored a paper about 1 month ago

Value-Aware Stochastic KV Cache Eviction for Reasoning Models

Paper • 2606.03928 • Published Jun 2 • 8

deqing 

submitted a paper to Daily Papers 2 months ago

Value-Aware Stochastic KV Cache Eviction for Reasoning Models

Paper • 2606.03928 • Published Jun 2 • 8

farukakgul 

authored 2 papers 3 months ago

SPARC-RAG: Adaptive Sequential-Parallel Scaling with Context Management for Retrieval-Augmented Generation

Paper • 2602.00083 • Published Jan 22

Rethinking RL for LLM Reasoning: It's Sparse Policy Selection, Not Capability Learning

Paper • 2605.06241 • Published May 7 • 5

farukakgul 

submitted a paper to Daily Papers 3 months ago

Rethinking RL for LLM Reasoning: It's Sparse Policy Selection, Not Capability Learning

Paper • 2605.06241 • Published May 7 • 5

deqing 

authored a paper 3 months ago

Convergent Evolution: How Different Language Models Learn Similar Number Representations

Paper • 2604.20817 • Published Apr 22 • 8

deqing 

submitted a paper to Daily Papers 3 months ago

Convergent Evolution: How Different Language Models Learn Similar Number Representations

Paper • 2604.20817 • Published Apr 22 • 8

upup-ashton-wang 

authored a paper 4 months ago

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

Paper • 2603.19835 • Published Mar 20 • 353

deqing 

authored a paper 7 months ago

Are LLM Decisions Faithful to Verbal Confidence?

Paper • 2601.07767 • Published Jan 12 • 5

deqing 

submitted a paper to Daily Papers 7 months ago

Are LLM Decisions Faithful to Verbal Confidence?

Paper • 2601.07767 • Published Jan 12 • 5

willieneis 

authored a paper 8 months ago

LYNX: Learning Dynamic Exits for Confidence-Controlled Reasoning

Paper • 2512.05325 • Published Dec 5, 2025 • 5

farukakgul 

authored a paper 8 months ago

LYNX: Learning Dynamic Exits for Confidence-Controlled Reasoning

Paper • 2512.05325 • Published Dec 5, 2025 • 5

farukakgul 

submitted a paper to Daily Papers 8 months ago

LYNX: Learning Dynamic Exits for Confidence-Controlled Reasoning

Paper • 2512.05325 • Published Dec 5, 2025 • 5

deqing 

authored a paper 10 months ago

When Do Transformers Learn Heuristics for Graph Connectivity?

Paper • 2510.19753 • Published Oct 22, 2025 • 4

oliu-io 

authored 4 papers 10 months ago

Tina: Tiny Reasoning Models via LoRA

Paper • 2504.15777 • Published Apr 22, 2025 • 58

Textual Steering Vectors Can Improve Visual Understanding in Multimodal Large Language Models

Paper • 2505.14071 • Published May 20, 2025 • 1

Textual Steering Vectors Can Improve Visual Understanding in Multimodal Large Language Models

Paper • 2505.14071 • Published May 20, 2025 • 1

Resa: Transparent Reasoning Models via SAEs

Paper • 2506.09967 • Published Jun 11, 2025 • 22