FastContext: Training Efficient Repository Explorer for Coding Agents
Paper • 2606.14066 • Published • 79
M Saad Salman
MSS444
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upvoted a paper 1 day ago
FastContext: Training Efficient Repository Explorer for Coding Agents upvoted a paper 2 days ago
Distilling LLM Feedback for Lean Theorem Proving upvoted a paper 2 days ago
Breaking Entropy Bounds: Accelerating RL Training via MTP with Rejection SamplingOrganizations
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upvoted a paper 1 day ago
upvoted 8
papers 2 days ago
Distilling LLM Feedback for Lean Theorem Proving
Paper • 2605.30861 • Published • 3
Breaking Entropy Bounds: Accelerating RL Training via MTP with Rejection Sampling
Paper • 2606.12370 • Published • 21
Beyond Scalar Rewards by Internalizing Reasoning into Score Distributions
Paper • 2606.09076 • Published • 59
MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level Test-Time Scaling
Paper • 2606.13473 • Published • 88
MiniMax Sparse Attention
Paper • 2606.13392 • Published • 137
Skip a Layer or Loop It? Learning Program-of-Layers in LLMs
Paper • 2606.06574 • Published • 18
LLM Agents Can See Code Repositories
Paper • 2606.14061 • Published • 13
From AGI to ASI
Paper • 2606.12683 • Published • 30
upvoted 2
papers 6 days ago
Do Coding Agents Deceive Us? Detecting and Preventing Cheating via Capped Evaluation with Randomized Tests
Paper • 2606.07379 • Published • 5
Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application
Paper • 2606.12191 • Published • 63
upvoted 4
papers 7 days ago
LatentSkill: From In-Context Textual Skills to In-Weight Latent Skills for LLM Agents
Paper • 2606.06087 • Published • 63
Agents' Last Exam
Paper • 2606.05405 • Published • 345
Online Skill Learning for Web Agents via State-Grounded Dynamic Retrieval
Paper • 2606.04391 • Published • 10
SearchSwarm: Towards Delegation Intelligence in Agentic LLMs for Long-Horizon Deep Research
Paper • 2606.09730 • Published • 50
upvoted 5
papers 9 days ago
EvoDS: Self-Evolving Autonomous Data Science Agent with Skill Learning and Context Management
Paper • 2606.03841 • Published • 3
SePO: Self-Evolving Prompt Agent for System Prompt Optimization
Paper • 2606.04465 • Published • 5
MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery
Paper • 2606.06473 • Published • 19
Rethinking Continual Experience Internalization for Self-Evolving LLM Agents
Paper • 2606.04703 • Published • 24
Code2LoRA: Hypernetwork-Generated Adapters for Code Language Models under Software Evolution
Paper • 2606.06492 • Published • 86