MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources Paper • 2509.21268 • Published 10 days ago • 98
SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia Paper • 2502.06298 • Published Feb 10 • 1
Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning Paper • 2310.10962 • Published Oct 17, 2023
Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization Paper • 2502.16825 • Published Feb 24 • 7
Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations Paper • 2504.13816 • Published Apr 18 • 18
SOUL: Towards Sentiment and Opinion Understanding of Language Paper • 2310.17924 • Published Oct 27, 2023
MOOSE-Chem3: Toward Experiment-Guided Hypothesis Ranking via Simulated Experimental Feedback Paper • 2505.17873 • Published May 23 • 31
MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization Paper • 2507.14683 • Published Jul 19 • 131
Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective Paper • 2506.17930 • Published Jun 22 • 19
MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search Paper • 2505.19209 • Published May 25 • 24
100 Days After DeepSeek-R1: A Survey on Replication Studies and More Directions for Reasoning Language Models Paper • 2505.00551 • Published May 1 • 36
Babel: Open Multilingual Large Language Models Serving Over 90% of Global Speakers Paper • 2503.00865 • Published Mar 2 • 64
FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving Paper • 2502.20238 • Published Feb 27 • 24
LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization Paper • 2502.13922 • Published Feb 19 • 28
VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding Paper • 2501.13106 • Published Jan 22 • 90
M-Longdoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework Paper • 2411.06176 • Published Nov 9, 2024 • 45
VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM Paper • 2501.00599 • Published Dec 31, 2024 • 47
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining Paper • 2501.00958 • Published Jan 1 • 107
Reasoning Implicit Sentiment with Chain-of-Thought Prompting Paper • 2305.11255 • Published May 18, 2023 • 2