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upvoted 5 papers 1 day ago

mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data

Paper • 2502.08468 • Published 4 days ago • 10

MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency

Paper • 2502.09621 • Published 3 days ago • 20

EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents

Paper • 2502.09560 • Published 3 days ago • 27

Can this Model Also Recognize Dogs? Zero-Shot Model Search from Weights

Paper • 2502.09619 • Published 3 days ago • 28

InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU

Paper • 2502.08910 • Published 4 days ago • 125

upvoted 10 papers 2 days ago

DPO-Shift: Shifting the Distribution of Direct Preference Optimization

Paper • 2502.07599 • Published 5 days ago • 12

LLM Pretraining with Continuous Concepts

Paper • 2502.08524 • Published 4 days ago • 20

BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models

Paper • 2502.07346 • Published 5 days ago • 43

CoS: Chain-of-Shot Prompting for Long Video Understanding

Paper • 2502.06428 • Published 6 days ago • 8

Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training

Paper • 2502.06589 • Published 6 days ago • 16

Scaling Pre-training to One Hundred Billion Data for Vision Language Models

Paper • 2502.07617 • Published 5 days ago • 24

Teaching Language Models to Critique via Reinforcement Learning

Paper • 2502.03492 • Published 12 days ago • 22

LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!

Paper • 2502.07374 • Published 5 days ago • 29

Magic 1-For-1: Generating One Minute Video Clips within One Minute

Paper • 2502.07701 • Published 5 days ago • 27

Fino1: On the Transferability of Reasoning Enhanced LLMs to Finance

Paper • 2502.08127 • Published 5 days ago • 44

upvoted 3 papers 3 days ago

Ignore the KL Penalty! Boosting Exploration on Critical Tokens to Enhance RL Fine-Tuning

Paper • 2502.06533 • Published 6 days ago • 16

TransMLA: Multi-head Latent Attention Is All You Need

Paper • 2502.07864 • Published 5 days ago • 37

TextAtlas5M: A Large-scale Dataset for Dense Text Image Generation

Paper • 2502.07870 • Published 5 days ago • 39

upvoted a paper 4 days ago

Competitive Programming with Large Reasoning Models

Paper • 2502.06807 • Published 13 days ago • 55

upvoted a paper 5 days ago

EVEv2: Improved Baselines for Encoder-Free Vision-Language Models

Paper • 2502.06788 • Published 6 days ago • 11