Publication GaussianCube: A Structured and Explicit Radiance Representation for 3D Generative Modeling Bowen Zhang, Yiji Cheng, Jiaolong Yang, Chunyu Wang, Feng Zhao, Yansong Tang, Dong Chen, Baining Guo NeurIPS 2024 | March 2024
Publication LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression Zhuoshi Pan, Qianhui Wu, Huiqiang Jiang, Menglin Xia, Xufang Luo, Jue Zhang, Qingwei Lin 林庆维, Victor Ruehle, Yuqing Yang, Chin-Yew Lin, H. Vicky Zhao, Lili Qiu, Dongmei Zhang The 62nd Annual Meeting of the Association for Computational Linguistics (Findings of ACL 2024) | March 2024 Project Project
Publication Understanding and Improving Training-free Loss-based Diffusion Guidance Yifei Shen, Xinyang Jiang, Yezhen Wang, Yifan Yang, Dongqi Han, Dongsheng Li NeurIPS 2024 | March 2024
Publication ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models Jio Oh, Soyeon Kim, Junseok Seo, Jindong Wang, Ruochen Xu, Xing Xie, Steven Euijong Whang NeurIPS 2024 | March 2024
Publication MathScale: Scaling Instruction Tuning for Mathematical Reasoning Zhengyang Tang, Xingxing Zhang, Benyou Wang, Furu Wei ICML 2024 | March 2024
Publication Key-Point-Driven Data Synthesis with its Enhancement on Mathematical Reasoning Yiming Huang, Xiao Liu, Yeyun Gong, Zhibin Gou, Yelong Shen, Nan Duan, Weizhu Chen March 2024 arXiv | March 2024
Publication ResLoRA: Identity Residual Mapping in Low-Rank Adaption Shuhua Shi, Shaohan Huang, Minghui Song, Zhoujun Li, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang February 2024 arXiv | February 2024
Publication The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits Shuming Ma, Hongyu Wang, Lingxiao Ma, Lei Wang, Wenhui Wang, Shaohan Huang, Lifeng Dong, Ruiping Wang, Jilong Xue, Furu Wei February 2024 arXiv | February 2024 Work in progress
Publication Towards Optimal Learning of Language Models Yuxian Gu, Li Dong, Yaru Hao, Qingxiu Dong, Minlie Huang, Furu Wei February 2024 February 2024
Publication Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models Tianyi Tang, Wenyang Luo, Haoyang Huang, Dongdong Zhang, Xiaolei Wang, Xin Zhao, Furu Wei, Ji-Rong Wen ACL 2024 | February 2024
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Research