HF Papers

RLVR-World: Training World Models with Reinforcement Learning

RLVR-World: Training World Models with Reinforcement Learning

2025-05-22

BARREL: Boundary-Aware Reasoning for Factual and Reliable LRMs

BARREL: Boundary-Aware Reasoning for Factual and Reliable LRMs

2025-05-22

Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous
Concept Space

Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous
Concept Space

2025-05-22

ConvSearch-R1: Enhancing Query Reformulation for Conversational Search
with Reasoning via Reinforcement Learning

ConvSearch-R1: Enhancing Query Reformulation for Conversational Search
with Reasoning via Reinforcement Learning

2025-05-22

Text Generation Beyond Discrete Token Sampling

Text Generation Beyond Discrete Token Sampling

2025-05-22

AutoMat: Enabling Automated Crystal Structure Reconstruction from
Microscopy via Agentic Tool Use

AutoMat: Enabling Automated Crystal Structure Reconstruction from
Microscopy via Agentic Tool Use

2025-05-22

Evaluate Bias without Manual Test Sets: A Concept Representation
Perspective for LLMs

Evaluate Bias without Manual Test Sets: A Concept Representation
Perspective for LLMs

2025-05-22

VerifyBench: Benchmarking Reference-based Reward Systems for Large
Language Models

VerifyBench: Benchmarking Reference-based Reward Systems for Large
Language Models

2025-05-22

VARD: Efficient and Dense Fine-Tuning for Diffusion Models with
Value-based RL

VARD: Efficient and Dense Fine-Tuning for Diffusion Models with
Value-based RL

2025-05-22

Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large
Audio-Language Models

Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large
Audio-Language Models

2025-05-22

PiFlow: Principle-aware Scientific Discovery with Multi-Agent
Collaboration

PiFlow: Principle-aware Scientific Discovery with Multi-Agent
Collaboration

2025-05-22

RL Tango: Reinforcing Generator and Verifier Together for Language
Reasoning

RL Tango: Reinforcing Generator and Verifier Together for Language
Reasoning

2025-05-22

Streamline Without Sacrifice - Squeeze out Computation Redundancy in LMM

Streamline Without Sacrifice – Squeeze out Computation Redundancy in LMM

2025-05-22

WebNovelBench: Placing LLM Novelists on the Web Novel Distribution

WebNovelBench: Placing LLM Novelists on the Web Novel Distribution

2025-05-22

Prior Prompt Engineering for Reinforcement Fine-Tuning

Prior Prompt Engineering for Reinforcement Fine-Tuning

2025-05-22

Scaling and Enhancing LLM-based AVSR: A Sparse Mixture of Projectors
Approach

Scaling and Enhancing LLM-based AVSR: A Sparse Mixture of Projectors
Approach

2025-05-22

MultiHal: Multilingual Dataset for Knowledge-Graph Grounded Evaluation
of LLM Hallucinations

MultiHal: Multilingual Dataset for Knowledge-Graph Grounded Evaluation
of LLM Hallucinations

2025-05-22

HumaniBench: A Human-Centric Framework for Large Multimodal Models
Evaluation

HumaniBench: A Human-Centric Framework for Large Multimodal Models
Evaluation

2025-05-22

DiCo: Revitalizing ConvNets for Scalable and Efficient Diffusion
Modeling

DiCo: Revitalizing ConvNets for Scalable and Efficient Diffusion
Modeling

2025-05-22

BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms

BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms

2025-05-22