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upvoted a paper 5 days ago

Revisiting Lossy Verification in Speculative Decoding: Mechanisms, Trade-offs, and Failure Modes

Paper • 2607.26627 • Published 12 days ago • 7

upvoted a paper 22 days ago

LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget

Paper • 2607.14952 • Published 25 days ago • 211

upvoted a paper 23 days ago

Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning

Paper • 2607.12395 • Published 27 days ago • 100

upvoted a paper about 2 months ago

ABot-Earth 0.5: Generative 3D Earth Model

Paper • 2606.09967 • Published Jun 8 • 488

upvoted 2 papers 2 months ago

Imaginative Perception Tokens Enhance Spatial Reasoning in Multimodal Language Models

Paper • 2606.03988 • Published Jun 3 • 126

LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning

Paper • 2605.22012 • Published May 21 • 46

upvoted 5 papers 3 months ago

DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards

Paper • 2605.21467 • Published May 20 • 207

Targeted Neuron Modulation via Contrastive Pair Search

Paper • 2605.12290 • Published May 12 • 17

SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution

Paper • 2605.18401 • Published May 18 • 131

CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence

Paper • 2605.12882 • Published May 13 • 274

Themis: Training Robust Multilingual Code Reward Models for Flexible Multi-Criteria Scoring

Paper • 2605.00754 • Published May 1 • 3

upvoted 7 papers 4 months ago

CityRAG: Stepping Into a City via Spatially-Grounded Video Generation

Paper • 2604.19741 • Published Apr 21 • 18

Adam's Law: Textual Frequency Law on Large Language Models

Paper • 2604.02176 • Published Apr 2 • 510

GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning

Paper • 2604.02721 • Published Apr 3 • 639

An Efficient Heterogeneous Co-Design for Fine-Tuning on a Single GPU

Paper • 2603.16428 • Published Mar 17 • 51

FP4 Explore, BF16 Train: Diffusion Reinforcement Learning via Efficient Rollout Scaling

Paper • 2604.06916 • Published Apr 8 • 34

GBQA: A Game Benchmark for Evaluating LLMs as Quality Assurance Engineers

Paper • 2604.02648 • Published Apr 3 • 48

Kernel-Smith: A Unified Recipe for Evolutionary Kernel Optimization

Paper • 2603.28342 • Published Mar 30 • 27