Publication Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei February 2024 Work in progress
Publication Using Left and Right Brains Together: Towards Vision and Language Planning Jun Cen, Chenfei Wu, Xiao Liu, Sheng-Siang Yin, Yixuan Pei, Jinglong Yang, Qifeng Chen, Nan Duan, Jianguo Zhang ICML 2024 | February 2024
Publication BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation Dayou Du, Yijia Zhang, Shijie Cao, Jiaqi Guo, Ting Cao, Xiaowen Chu, Ningyi Xu February 2024 Project
Publication Generative Representational Instruction Tuning Niklas Muennighoff, Hongjin Su, Liang Wang, Nan Yang, Furu Wei, Tao Yu, Amanpreet Singh, Douwe Kiela ICLR 2025 | February 2024
Publication Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement Tao Yang, Cuiling Lan, Yan Lu, Nanning Zheng NeurIPS 2024 | February 2024
Publication Fewer is More: Boosting LLM Reasoning with Reinforced Context Pruning Xijie Huang, Li Lyna Zhang, Kwang-Ting Cheng, Fan Yang, Mao Yang EMNLP | February 2024
Publication CultureLLM: Incorporating Cultural Differences into Large Language Models Cheng Li, Mengzhou Chen, Jindong Wang, Sunayana Sitaram, Xing Xie NeurIPS 2024 | February 2024
Publication Multilingual E5 Text Embeddings: A Technical Report Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei MSR-TR-2024-45 | February 2024 Published by Microsoft Github
Publication ORES: Open-vocabulary Responsible Visual Synthesis Minheng Ni, Chenfei Wu, Xiaodong Wang, Shengming Yin, Lijuan Wang, Zicheng Liu, Nan Duan AAAI 2024 | February 2024
Publication HORIZON: High-Resolution Semantically Controlled Panorama Synthesis Kun Yan, Lei Ji, Chenfei Wu, Jian Liang, Ming Zhou, Nan Duan, Shuai Ma AAAI 2024 | February 2024