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upvoted 2 papers 14 days ago

Efficient Reasoning Training Does Not Always Harm CoT Faithfulness and Monitorability

Paper • 2610.03509 • Published 27 days ago • 21

Self-Distillation with Verbal Regularization

Paper • 2610.16354 • Published 17 days ago • 35

upvoted an article 19 days ago

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Article

大模型的记忆管理：从记忆外挂到主动管理

• 

Junrulu

•

19 days ago

• 3

upvoted 4 papers 5 months ago

Large Language Models Hack Rewards, and Society

Paper • 2606.04075 • Published Jun 2 • 11

Linear Ensembles Wash Away Watermarks: On the Fragility of Distributional Perturbations in LLMs

Paper • 2605.30501 • Published May 28 • 27

Toward Native Multimodal Modeling: A Roadmap

Paper • 2605.25343 • Published May 25 • 40

Code-as-Room: Generating 3D Rooms from Top-Down View Images via Agentic Code Synthesis

Paper • 2605.18451 • Published May 18 • 41

upvoted a paper 6 months ago

Where does output diversity collapse in post-training?

Paper • 2604.16027 • Published Apr 17 • 21

upvoted 2 papers 9 months ago

Beyond RAG for Agent Memory: Retrieval by Decoupling and Aggregation

Paper • 2602.02007 • Published Feb 2 • 20

Chain Of Thought Compression: A Theoritical Analysis

Paper • 2601.21576 • Published Jan 29 • 20

upvoted a paper 11 months ago

SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space

Paper • 2511.20102 • Published Nov 25, 2025 • 29

upvoted 5 papers about 1 year ago

Latent Refinement Decoding: Enhancing Diffusion-Based Language Models by Refining Belief States

Paper • 2510.11052 • Published Oct 13, 2025 • 53

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

Paper • 2510.03528 • Published Oct 3, 2025 • 20

IntrEx: A Dataset for Modeling Engagement in Educational Conversations

Paper • 2509.06652 • Published Sep 8, 2025 • 26

Spectrum Projection Score: Aligning Retrieved Summaries with Reader Models in Retrieval-Augmented Generation

Paper • 2508.05909 • Published Aug 8, 2025 • 21

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 • 101

upvoted a paper over 1 year ago

Two Heads Are Better Than One: Dual-Model Verbal Reflection at Inference-Time

Paper • 2502.19230 • Published Feb 26, 2025 • 2

upvoted a collection over 1 year ago

RoleMRC

Collection

A Fine-Grained Composite Benchmark for Role-Playing and Instruction-Following • 6 items • Updated Sep 1 • 3

upvoted an article over 1 year ago

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Article

大模型偏好优化技术：DPO及其变种

• 

Junrulu

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Feb 20, 2025

• 22

upvoted a paper almost 2 years ago

Sigma: Differential Rescaling of Query, Key and Value for Efficient Language Models

Paper • 2501.13629 • Published Jan 23, 2025 • 48