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upvoted a paper 19 days ago

Large Language Models Hack Rewards, and Society

Paper • 2606.04075 • Published 21 days ago • 10

upvoted a paper 22 days ago

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

Paper • 2605.30501 • Published 26 days ago • 29

upvoted a paper about 2 months ago

Compliance versus Sensibility: On the Reasoning Controllability in Large Language Models

Paper • 2604.27251 • Published Apr 29 • 10

upvoted a collection 2 months ago

DeepSeek-V4

Collection

4 items • Updated Apr 24 • 687

upvoted a paper 2 months ago

Where does output diversity collapse in post-training?

Paper • 2604.16027 • Published Apr 17 • 22

upvoted a paper 4 months ago

Context Compression via Explicit Information Transmission

Paper • 2602.03784 • Published Feb 3 • 15

upvoted 5 papers 5 months ago

Beyond RAG for Agent Memory: Retrieval by Decoupling and Aggregation

Paper • 2602.02007 • Published Feb 2 • 19

Hunt Instead of Wait: Evaluating Deep Data Research on Large Language Models

Paper • 2602.02039 • Published Feb 2 • 5

Chain Of Thought Compression: A Theoritical Analysis

Paper • 2601.21576 • Published Jan 29 • 20

Spurious Rewards Paradox: Mechanistically Understanding How RLVR Activates Memorization Shortcuts in LLMs

Paper • 2601.11061 • Published Jan 16 • 8

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

Paper • 2601.05882 • Published Jan 9 • 21

upvoted a paper 6 months ago

Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models

Paper • 2512.24618 • Published Dec 31, 2025 • 155

upvoted a paper 7 months ago

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

Paper • 2511.20102 • Published Nov 25, 2025 • 28

upvoted 2 papers 8 months ago

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

Paper • 2510.11052 • Published Oct 13, 2025 • 53

CCD: Mitigating Hallucinations in Radiology MLLMs via Clinical Contrastive Decoding

Paper • 2509.23379 • Published Sep 27, 2025 • 15

upvoted 2 papers 9 months ago

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

Paper • 2510.03528 • Published Oct 3, 2025 • 19

When Thinking Backfires: Mechanistic Insights Into Reasoning-Induced Misalignment

Paper • 2509.00544 • Published Aug 30, 2025 • 11

upvoted 3 papers 10 months ago

IntrEx: A Dataset for Modeling Engagement in Educational Conversations

Paper • 2509.06652 • Published Sep 8, 2025 • 26

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

Paper • 2508.19827 • Published Aug 27, 2025 • 33

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26, 2025 • 161