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 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 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
Publication Machine-Created Universal Language for Cross-lingual Transfer Yaobo Liang, Quanzhi Zhu, Junhe Zhao, Nan Duan AAAI 2024 | February 2024
Publication A General Framework for Learning from Weak Supervision Hao Chen, Jindong Wang, Lei Feng, Xiang Li, Yidong Wang, Xing Xie, Masashi Sugiyama, Rita Singh, Bhiksha Raj ICML 2024 | February 2024
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 UniLog: Automatic Logging via LLM and In-Context Learning Junjielong Xu, Ziang Cui, Yuan Zhao, Xu Zhang, Shilin He, Pinjia He, Liqun Li, Yu Kang, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang ICSE 2024 | February 2024 Project Project
Publication Xpert: Empowering Incident Management with Query Recommendations via Large Language Models Yuxuan Jiang, Chaoyun Zhang, Shilin He, Zhihao Yang, Minghua Ma, Si Qin, Yu Kang, Yingnong Dang, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang ICSE’24 | February 2024 Project Project
Publication Inverse Approximation Theory for Nonlinear Recurrent Neural Networks Shida Wang, Zhong Li, Qianxiao Li ICLR 2024 | January 2024 Spotlight
Publication PTaRL: Prototype-based Tabular Representation Learning via Space Calibration Hangting Ye, Wei Fan, Xiaozhuang Song, Shun Zheng, He Zhao, Dandan Guo, Yi Chang International Conference on Learning Representations | January 2024
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Research