Publication FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information Yijia Shao, Mengyu Zhou, Yifan Zhong, Tao Wu, Hongwei Han, Shi Han, Gideon Huang, Dongmei Zhang The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP ’22) | December 2022
Publication Neuron with Steady Response Leads to Better Generalization Qiang Fu, Lun Du, Haitao Mao, Xu Chen, Wei Fang, Shi Han, Dongmei Zhang Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS’22) | December 2022
Publication RACE: Retrieval-augmented Commit Message Generation Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP’22) | December 2022
Publication Text Embeddings by Weakly-Supervised Contrastive Pre-training Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang (姜大昕), Rangan Majumder, Furu Wei December 2022
Publication TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Bases Yiheng Shu, Zhiwei Yu, Yuhan Li, Börje F. Karlsson, Tingting Ma, Yuzhong Qu, Chin-Yew Lin The 2022 Conference on Empirical Methods in Natural Language Processing | December 2022 Project
Publication XDoc: Unified Pre-training for Cross-Format Document Understanding Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei EMNLP 2022 | December 2022 Project
Publication Fine-Grained Image Style Transfer with Visual Transformers Jianbo Wang, Huan Yang, Jianlong Fu, Toshihiko Yamasaki, Baining Guo ACCV 2022 | December 2022 Project
Publication Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning Yuchong Sun, Hongwei Xue, Ruihua Song, Bei Liu, Huan Yang, Jianlong Fu NeurIPS 2022 | November 2022
Publication Does Momentum Change the Implicit Regularization on Separable Data? Bohan Wang, Qi Meng, Huishuai Zhang, Ruoyu Sun, Wei Chen, Zhi-Ming Ma, Tie-Yan Liu NeurIPS 2022 | November 2022
Publication An Empirical Study of Log Analysis at Microsoft Shilin He, Xu Zhang, Pinjia He, Yong Xu, Liqun Li, Yu Kang, Minghua Ma, Yining Wei, Yingnong Dang, Saravan Rajmohan, Qingwei Lin 林庆维 2022 Foundations of Software Engineering (FSE) | November 2022 Project Project
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Research