AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning
Paper·Chenwei Lou, Zewei Sun, Xinnian Liang, Meng Qu, Wei Shen,…·5/25/2025
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Model Merging in Pre-training of Large Language Models
Paper·Yunshui Li, Yiyuan Ma, Shen Yan, Chaoyi Zhang, Jing Liu, …·5/22/2025
Scaling Law for Quantization-Aware Training
Paper·Mengzhao Chen, Chaoyi Zhang, Jing Liu, Yutao Zeng, Zeyue …·5/20/2025
DAPO: An Open-Source LLM Reinforcement Learning System at Scale
Paper·Qiying Yu, Zheng Zhang, Ruofei Zhu, Yufeng Yuan, Xiaochen…·5/20/2025
Reformulation for Pretraining Data Augmentation
Paper·Xintong Hao, Ruijie Zhu, Ge Zhang, Ke Shen, Chenggang Li·5/19/2025
AttentionInfluence: Adopting Attention Head Influence for Weak-to-Strong Pretraining Data Selection
Paper·Kai Hua, Steven Wu, Ge Zhang, Ke Shen·5/12/2025
FullStack Bench: Evaluating LLMs as Full Stack Coders
Paper·Bytedance-Seed-Foundation-Code-Team, :, Yao Cheng, Jianfe…·5/12/2025
Seed1.5-VL Technical Report
Paper·Dong Guo, Faming Wu, Feida Zhu, Fuxing Leng, Guang Shi, H…·5/11/2025
Reward-Augmented Data Enhances Direct Preference Alignment of LLMs
Paper·Shenao Zhang, Zhihan Liu, Boyi Liu, Yufeng Zhang, Yingxia…·5/11/2025
Seed1.5-Thinking: Advancing Superb Reasoning Models with Reinforcement Learning
Paper·ByteDance Seed, :, Jiaze Chen, Tiantian Fan, Xin Liu, Lin…·4/29/2025
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs
Paper·Jiazhan Feng, Shijue Huang, Xingwei Qu, Ge Zhang, Yujia Q…·4/17/2025
Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving
Paper·Daoguang Zan, Zhirong Huang, Wei Liu, Hanwu Chen, Linhao …·4/3/2025
Loong: Generating Minute-level Long Videos with Autoregressive Language Models
Paper·Yuqing Wang, Tianwei Xiong, Daquan Zhou, Zhijie Lin, Yang…·4/2/2025
ByteCheckpoint: A Unified Checkpointing System for Large Foundation Model Development
Paper·Borui Wan, Mingji Han, Yiyao Sheng, Yanghua Peng, Haibin …·4/2/2025
SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines
Paper·P Team, Xinrun Du, Yifan Yao, Kaijing Ma, Bingli Wang, Ti…·3/28/2025
Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models
Paper·Zhijian Zhuo, Ya Wang, Yutao Zeng, Xiaoqing Li, Xun Zhou,…·3/20/2025
Multi-Reward as Condition for Instruction-based Image Editing
Paper·Xin Gu, Ming Li, Libo Zhang, Fan Chen, Longyin Wen, Tieji…·3/20/2025
FlexWorld: Progressively Expanding 3D Scenes for Flexiable-View Synthesis
Paper·Luxi Chen, Zihan Zhou, Min Zhao, Yikai Wang, Ge Zhang, We…·3/19/2025
Hyper-Connections
Paper·Defa Zhu, Hongzhi Huang, Zihao Huang, Yutao Zeng, Yunyao …·3/18/2025
ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance
Paper·Jiannan Huang, Jun Hao Liew, Hanshu Yan, Yuyang Yin, Yao …·3/14/2025