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upvoted 3 papers 5 days ago

I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders

Paper • 2503.18878 • Published 9 days ago • 110

Think Twice: Enhancing LLM Reasoning by Scaling Multi-round Test-time Thinking

Paper • 2503.19855 • Published 8 days ago • 24

UI-R1: Enhancing Action Prediction of GUI Agents by Reinforcement Learning

Paper • 2503.21620 • Published 6 days ago • 53

upvoted a paper 9 days ago

Can Large Vision Language Models Read Maps Like a Human?

Paper • 2503.14607 • Published 15 days ago • 9

upvoted a paper 11 days ago

Where do Large Vision-Language Models Look at when Answering Questions?

Paper • 2503.13891 • Published 16 days ago • 8

upvoted 3 papers 24 days ago

On the Acquisition of Shared Grammatical Representations in Bilingual Language Models

Paper • 2503.03962 • Published 28 days ago • 3

How to Steer LLM Latents for Hallucination Detection?

Paper • 2503.01917 • Published Mar 1 • 11

LINGOLY-TOO: Disentangling Memorisation from Reasoning with Linguistic Templatisation and Orthographic Obfuscation

Paper • 2503.02972 • Published 29 days ago • 23

upvoted a paper 28 days ago

AppAgentX: Evolving GUI Agents as Proficient Smartphone Users

Paper • 2503.02268 • Published 30 days ago • 10

upvoted 2 papers 30 days ago

Predictive Data Selection: The Data That Predicts Is the Data That Teaches

Paper • 2503.00808 • Published Mar 2 • 56

Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published Feb 25 • 46

upvoted 9 papers about 1 month ago

MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs

Paper • 2502.17422 • Published Feb 24 • 7

Introducing Visual Perception Token into Multimodal Large Language Model

Paper • 2502.17425 • Published Feb 24 • 15

The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve?

Paper • 2502.17535 • Published Feb 24 • 8

VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model

Paper • 2502.18906 • Published Feb 26 • 12

Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?

Paper • 2502.19361 • Published Feb 26 • 27

MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models

Paper • 2502.14302 • Published Feb 20 • 9

VLM^2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues

Paper • 2502.12084 • Published Feb 17 • 29

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Paper • 2502.08235 • Published Feb 12 • 55

MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20 • 188