Terminal-style Mathematical Modeling Bench: The First Agentic and Verifiable Benchmark for Mathematical Modeling Paper • 2611.08237 • Published 3 days ago • 11
Tools Need Not Speak in Text: Latent Context Compression for Agents Paper • 2611.06500 • Published 5 days ago • 5
HERIT: Enabling Global Access to Hanja-to-English Historical Translation by Mitigating Temporal Bias Paper • 2611.04949 • Published 6 days ago • 2
Why Pay for Long Reasoning When Rewrite Do Trick? Causal Effects of Reasoning History Compaction on Future Generation and Agent Cost Paper • 2611.03852 • Published 7 days ago • 15
Decode Before You Hear: Speculative Listening for Chunk-Interleaved Full-Duplex Speech Language Models Paper • 2611.06982 • Published 5 days ago • 9
Harness-S: Learning from Sibling Harnesses for Generalizable Agent Training Paper • 2611.04277 • Published 6 days ago • 65
On the Opportunities and Challenges of Prefill-to-Autoregressive Cross-Model Transfer Paper • 2611.06976 • Published 4 days ago • 15
Random Is Almost Enough? Stable and Low-Cost Benchmark Compression via BestRand Paper • 2611.00883 • Published 9 days ago • 51
Muir: Linear Attention with Sensitivity-Allocated Gating and Matched-Filter Readout Paper • 2611.08376 • Published 3 days ago • 12
LoopVQ: Sub 1-bit KV Cache Quantization for Looped Transformers Paper • 2611.05304 • Published 5 days ago • 13
TAC-CoT: Tool-Empowered Implicit Chain-of-Thought via Interleaving Explicit Tokens Paper • 2611.01926 • Published 7 days ago • 16
MUON-RT Reusing the Teacher's Trajectory for Momentum-Free Muon for LLM Self-Distillation Paper • 2610.41104 • Published 10 days ago • 23
On the Generalization Limitation of On-Policy Distillation for Post-RL Consolidation Paper • 2611.05609 • Published 6 days ago • 24
SpecOPD: Branch-Parallel On-Policy Distillation for Speculative Decoding Paper • 2611.02846 • Published 7 days ago • 16
How I Aligned Your Model: Scaling Up Multilingual Safety Training with Templates Paper • 2610.40516 • Published 11 days ago • 11
What Does Multi-Turn Reinforcement Learning Really Improve in LLM Agents? Paper • 2611.06483 • Published 4 days ago • 40
Library of Layers (LoL): Adaptively Ordering Transformer Layers at Runtime Paper • 2611.03526 • Published 6 days ago • 11
Latent Sparse Attention: Towards Subquadratic Ultra-Long Context Attention Paper • 2610.42147 • Published 10 days ago • 2
R^2Orch: Recursive Self-Improvement for Agent Orchestration via Self-Play within a Skill-Internalization Loop Paper • 2610.22740 • Published 18 days ago • 49