HarnessPro: Recursive Harness Self-Improvement with Pareto Optimization for Performance-Cost Trade-offs Paper • 2610.26770 • Published 6 days ago • 33
CoTranslator: Reverse to Forward Chain-of-Thought Translator for Reasoning Distillation Paper • 2610.20828 • Published 11 days ago • 7
CoTranslator Collection Dataset & Models for paper "CoTranslator: Reverse to Forward Chain-of-Thought Translator for Reasoning Distillation" • 4 items • Updated 9 days ago • 1
ZGCM-1: A Fully Open and Extremely Efficient Foundation Model for Math and Agentic Search Paper • 2609.13356 • Published Sep 11 • 312
Blind Men and the Elephant: Probing the Epistemic Myopia of LLMs under Long-Tail Divergent Knowledge Paper • 2608.28478 • Published Aug 28 • 21
ContextPilot: Teaching Agents for Proactive Context Management via Fine-grained RL Paper • 2608.28476 • Published Aug 28 • 32
CausalMix: Data Mixture as Causal Inference for Language Model Training Paper • 2607.01104 • Published Jul 1 • 20
BioMatrix: Towards a Comprehensive Biological Foundation Model Spanning the Modality Matrix of Sequences, Structures, and Language Paper • 2606.22138 • Published Jun 20 • 26
Distilling Long-CoT Reasoning through Collaborative Step-wise Multi-Teacher Decoding Paper • 2605.02290 • Published May 4 • 43
AstraFlow: Dataflow-Oriented Reinforcement Learning for Agentic LLMs Paper • 2605.15565 • Published May 15 • 16
The MiniMax-M2 Series: Mini Activations Unleashing Max Real-World Intelligence Paper • 2605.26494 • Published May 26 • 38
Nemotron 3 Ultra: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning Paper • 2606.15007 • Published Jun 12 • 20
VibeThinker-3B: Exploring the Frontier of Verifiable Reasoning in Small Language Models Paper • 2606.16140 • Published Jun 15 • 129
Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale Paper • 2606.15079 • Published Jun 13 • 88
Domain-Specific Data Synthesis for LLMs via Minimal Sufficient Representation Learning Paper • 2605.30039 • Published May 29 • 19
MIRA: Mid-training Rubric Anchoring for Source-Aware Data Selection Paper • 2605.30288 • Published May 29 • 22
STRIDE: Training Data Attribution via Sparse Recovery from Subset Perturbations Paper • 2606.05165 • Published Jun 3 • 4
LLM Explainability with Counterfactual Chains and Causal Graphs Paper • 2606.05972 • Published Jun 4 • 19
PaperFlow: Profiling, Recommending, and Adapting Across Daily Paper Streams Paper • 2606.07454 • Published Jun 5 • 15
Flow-DPPO: Divergence Proximal Policy Optimization for Flow Matching Models Paper • 2606.11025 • Published Jun 9 • 42