Beyond Relevance-Centric Retrieval: Rubric-Oriented Document Set Selection and Ranking
Paper • 2607.19747 • Published • 28
🔄 In a Training Loop
Urro
urroxyz
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computational linguistics major 🤖🔎ðŸ”
i am autistic. if i come off rude, i probably didn't mean to. please feel free to ask me for clarification.
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upvoted 4
papers 1 day ago
Predictive Divergence Masks for LLM RL
Paper • 2607.10848 • Published • 8
K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs
Paper • 2605.09635 • Published • 55
Multi-Turn On-Policy Distillation with Prefix Replay
Paper • 2607.04763 • Published • 8
upvoted 5
papers 2 days ago
AutoIndex: Learning Representation Programs for Retrieval
Paper • 2607.18603 • Published • 9
Train the Model, Not the Reader: Decodability Supervision for Verifiable Activation Explanations
Paper • 2607.20379 • Published • 4
Beyond Euclidean Clipping: Overcoming Exploration Collapse in LLM RL via Riemannian Isometric Policy Optimization
Paper • 2607.10169 • Published • 12
Scaling Laws for Hypernetwork-Based Knowledge Injection in Large Language Models
Paper • 2607.19604 • Published • 14
SLPO: Scaling Latent Reasoning via a Surrogate Policy
Paper • 2607.19691 • Published • 4
upvoted 5
papers 3 days ago
Source-Grounded Semantic Reinforcement Learning for Low-Resource Target-Language Generation
Paper • 2605.29502 • Published • 1
MobileLLM-R1: Exploring the Limits of Sub-Billion Language Model Reasoners with Open Training Recipes
Paper • 2509.24945 • Published • 7
Where Should Optimizer State Live? Tiered State Allocation for Memory-Efficient Mixture-of-Experts Training
Paper • 2607.19058 • Published • 6
H^2SD: Hybrid Hindsight Self-Distillation
Paper • 2607.18955 • Published • 6
ISO: An RLVR-Native Optimization Stack
Paper • 2607.19331 • Published • 7
upvoted 4
papers 4 days ago
Group Entropy-Controlled Policy Optimization
Paper • 2607.16850 • Published • 29
LLM-as-a-Coach: Experiential Learning for Non-Verifiable Tasks
Paper • 2607.18110 • Published • 14
Token-Level Off-Policy Learning for Faithful Generation Under Distribution Shift
Paper • 2607.17524 • Published • 6
Distilled Reinforcement Learning for LLM Post-training
Paper • 2607.17247 • Published • 9
upvoted a paper 5 days ago
upvoted a paper 7 days ago