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upvoted 17 papers 1 day ago

Process-based Self-Rewarding Language Models

Paper • 2503.03746 • Published 8 days ago • 35

HoT: Highlighted Chain of Thought for Referencing Supporting Facts from Inputs

Paper • 2503.02003 • Published 10 days ago • 42

Token-Efficient Long Video Understanding for Multimodal LLMs

Paper • 2503.04130 • Published 8 days ago • 76

START: Self-taught Reasoner with Tools

Paper • 2503.04625 • Published 7 days ago • 84

Learning from Failures in Multi-Attempt Reinforcement Learning

Paper • 2503.04808 • Published 10 days ago • 16

R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Paper • 2503.05592 • Published 6 days ago • 24

Unified Reward Model for Multimodal Understanding and Generation

Paper • 2503.05236 • Published 7 days ago • 103

RuCCoD: Towards Automated ICD Coding in Russian

Paper • 2502.21263 • Published 13 days ago • 122

Words or Vision: Do Vision-Language Models Have Blind Faith in Text?

Paper • 2503.02199 • Published 10 days ago • 7

Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement

Paper • 2503.06520 • Published 5 days ago • 9

Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models

Paper • 2503.06749 • Published 4 days ago • 20

Taking Notes Brings Focus? Towards Multi-Turn Multimodal Dialogue Learning

Paper • 2503.07002 • Published 4 days ago • 36

Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders

Paper • 2503.03601 • Published 8 days ago • 204

MM-Eureka: Exploring Visual Aha Moment with Rule-based Large-scale Reinforcement Learning

Paper • 2503.07365 • Published 3 days ago • 52

OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space Models

Paper • 2503.08686 • Published 2 days ago • 14

Gemini Embedding: Generalizable Embeddings from Gemini

Paper • 2503.07891 • Published 3 days ago • 23

LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL

Paper • 2503.07536 • Published 3 days ago • 69

upvoted 3 papers 2 months ago

OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis

Paper • 2412.19723 • Published Dec 27, 2024 • 82

How "Real" is Your Real-Time Simultaneous Speech-to-Text Translation System?

Paper • 2412.18495 • Published Dec 24, 2024 • 8

Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search

Paper • 2412.18319 • Published Dec 24, 2024 • 37