Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback Paper • 2501.12895 • Published 6 days ago • 48
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning Paper • 2501.12948 • Published 5 days ago • 225
Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models Paper • 2501.11873 • Published 7 days ago • 59
MiniMax-01: Scaling Foundation Models with Lightning Attention Paper • 2501.08313 • Published 13 days ago • 268
REINFORCE++: A Simple and Efficient Approach for Aligning Large Language Models Paper • 2501.03262 • Published 24 days ago • 87
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings Paper • 2501.01257 • Published 26 days ago • 48
ProgCo: Program Helps Self-Correction of Large Language Models Paper • 2501.01264 • Published 26 days ago • 25
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Paper • 2412.05237 • Published Dec 6, 2024 • 47
OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision Paper • 2411.07199 • Published Nov 11, 2024 • 47
Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models Paper • 2411.07140 • Published Nov 11, 2024 • 33
OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models Paper • 2411.04905 • Published Nov 7, 2024 • 114
M2rc-Eval: Massively Multilingual Repository-level Code Completion Evaluation Paper • 2410.21157 • Published Oct 28, 2024 • 6
AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions Paper • 2410.20424 • Published Oct 27, 2024 • 40
A Comparative Study on Reasoning Patterns of OpenAI's o1 Model Paper • 2410.13639 • Published Oct 17, 2024 • 17
Can MLLMs Understand the Deep Implication Behind Chinese Images? Paper • 2410.13854 • Published Oct 17, 2024 • 10
PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment Paper • 2410.13785 • Published Oct 17, 2024 • 19
MTU-Bench: A Multi-granularity Tool-Use Benchmark for Large Language Models Paper • 2410.11710 • Published Oct 15, 2024 • 19