HF Papers

Exploring Knowledge Purification in Multi-Teacher Knowledge Distillation for LLMs

Exploring Knowledge Purification in Multi-Teacher Knowledge Distillation for LLMs

2026-02-09

Avoiding Premature Collapse: Adaptive Annealing for Entropy-Regularized Structural Inference

Avoiding Premature Collapse: Adaptive Annealing for Entropy-Regularized Structural Inference

2026-02-09

Learning a Generative Meta-Model of LLM Activations

Learning a Generative Meta-Model of LLM Activations

2026-02-09

SE-Bench: Benchmarking Self-Evolution with Knowledge Internalization

SE-Bench: Benchmarking Self-Evolution with Knowledge Internalization

2026-02-09

CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertainty

CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertainty

2026-02-06

Spider-Sense: Intrinsic Risk Sensing for Efficient Agent Defense with Hierarchical Adaptive Screening

Spider-Sense: Intrinsic Risk Sensing for Efficient Agent Defense with Hierarchical Adaptive Screening

2026-02-06

Length-Unbiased Sequence Policy Optimization: Revealing and Controlling Response Length Variation in RLVR

Length-Unbiased Sequence Policy Optimization: Revealing and Controlling Response Length Variation in RLVR

2026-02-06

Context Forcing: Consistent Autoregressive Video Generation with Long Context

Context Forcing: Consistent Autoregressive Video Generation with Long Context

2026-02-06

RISE-Video: Can Video Generators Decode Implicit World Rules?

RISE-Video: Can Video Generators Decode Implicit World Rules?

2026-02-06

Accurate Failure Prediction in Agents Does Not Imply Effective Failure Prevention

Accurate Failure Prediction in Agents Does Not Imply Effective Failure Prevention

2026-02-06

MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

2026-02-06

ProAct: Agentic Lookahead in Interactive Environments

ProAct: Agentic Lookahead in Interactive Environments

2026-02-06

Dr. Kernel: Reinforcement Learning Done Right for Triton Kernel Generations

Dr. Kernel: Reinforcement Learning Done Right for Triton Kernel Generations

2026-02-06

Semantic Search over 9 Million Mathematical Theorems

Semantic Search over 9 Million Mathematical Theorems

2026-02-06

Steering LLMs via Scalable Interactive Oversight

Steering LLMs via Scalable Interactive Oversight

2026-02-06

Privileged Information Distillation for Language Models

Privileged Information Distillation for Language Models

2026-02-06

Grounding and Enhancing Informativeness and Utility in Dataset Distillation

Grounding and Enhancing Informativeness and Utility in Dataset Distillation

2026-02-06

InterPrior: Scaling Generative Control for Physics-Based Human-Object Interactions

InterPrior: Scaling Generative Control for Physics-Based Human-Object Interactions

2026-02-06

SocialVeil: Probing Social Intelligence of Language Agents under Communication Barriers

SocialVeil: Probing Social Intelligence of Language Agents under Communication Barriers

2026-02-06

Retrieval-Infused Reasoning Sandbox: A Benchmark for Decoupling Retrieval and Reasoning Capabilities

Retrieval-Infused Reasoning Sandbox: A Benchmark for Decoupling Retrieval and Reasoning Capabilities

2026-02-06