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upvoted 5 papers about 1 month ago

Efficient Inference for Large Reasoning Models: A Survey

Paper • 2503.23077 • Published Mar 29 • 46

Expanding RL with Verifiable Rewards Across Diverse Domains

Paper • 2503.23829 • Published Mar 31 • 19

What, How, Where, and How Well? A Survey on Test-Time Scaling in Large Language Models

Paper • 2503.24235 • Published Mar 31 • 53

Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model

Paper • 2503.24290 • Published Mar 31 • 62

DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Paper • 2503.14476 • Published Mar 18 • 124

upvoted 11 papers about 2 months ago

Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn't

Paper • 2503.16219 • Published Mar 20 • 48

PEBench: A Fictitious Dataset to Benchmark Machine Unlearning for Multimodal Large Language Models

Paper • 2503.12545 • Published Mar 16 • 5

Aligning Multimodal LLM with Human Preference: A Survey

Paper • 2503.14504 • Published Mar 18 • 23

MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification

Paper • 2503.12505 • Published Mar 16 • 9

R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization

Paper • 2503.12937 • Published Mar 17 • 29

BlobCtrl: A Unified and Flexible Framework for Element-level Image Generation and Editing

Paper • 2503.13434 • Published Mar 17 • 27

MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning

Paper • 2503.07459 • Published Mar 10 • 16

MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System

Paper • 2503.09600 • Published Mar 12 • 4

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

Paper • 2503.07536 • Published Mar 10 • 86

Motion Anything: Any to Motion Generation

Paper • 2503.06955 • Published Mar 10 • 33

Quantization for OpenAI's Whisper Models: A Comparative Analysis

Paper • 2503.09905 • Published Mar 12 • 6

upvoted 2 papers 2 months ago

Slamming: Training a Speech Language Model on One GPU in a Day

Paper • 2502.15814 • Published Feb 19 • 70

Can Community Notes Replace Professional Fact-Checkers?

Paper • 2502.14132 • Published Feb 19 • 6

upvoted a paper 3 months ago

SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Paper • 2502.12115 • Published Feb 17 • 45