Publication TextDiffuser: Diffusion Models as Text Painters Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei NeurIPS 2023 | May 2023
Publication UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization Yulong Chen, Yang Liu, Ruochen Xu, Ziyi Yang, Chenguang Zhu, Michael Zeng, Yue Zhang ACL 2023 | May 2023
Publication Cornet: Learning Table Formatting Rules By Example Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, Gust Verbruggen 49th International Conference on Very Large Data Bases | May 2023 Video
Publication Towards More Effective AI-assisted Programming: A Systematic Design Exploration to Improve Visual Studio IntelliCode’s User Experience Priyan Vaithilingam, Elena L. Glassman, Peter Groenwegen, Sumit Gulwani, Austin Z. Henley, Rohan Malpani, David Pugh, Arjun Radhakrishna, Gustavo Soares, Joey Wang ICSE SEIP | May 2023
Publication Exploring the Limits of Differentially Private Deep Learning with Group-wise Clipping Jiyan He, Xuechen Li, Da Yu, Huishuai Zhang, Janardhan (Jana) Kulkarni, Yin Tat Lee, Arturs Backurs, Nenghai Yu, Jiang Bian International Conference on Learning Representations (ICLR) 2023 | May 2023 Project
Publication InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT Yichong Xu, Ruochen Xu, Dan Iter, Yang Liu, Shuohang Wang, Chenguang Zhu, Michael Zeng May 2023
Publication i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data Ziyi Yang, Mahmoud Khademi, Yichong Xu, Reid Pryzant, Yuwei Fang, Chenguang Zhu, Dongdong Chen, Yao Qian, Mei Gao, Yi-Ling Chen, Robert Gmyr, Naoyuki Kanda, Noel Codella, Bin Xiao, Yu Shi, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang North American Chapter of the Association for Computational Linguistics (NAACL) 2024 | May 2023
Publication Prompting GPT-3 To Be Reliable Silei Cheng, Zhe Gan, Zhengyuan Yang, Shuohang Wang, Jianfeng Wang, Jordan Boyd-Graber, Lijuan Wang International Conference on Learning Representations (ICLR 23) | May 2023
Publication CONAN: Diagnosing Batch Failures for Cloud Systems Liqun Li, Xu Zhang, Shilin He, Yu Kang, Hongyu Zhang, Minghua Ma, Yingnong Dang, Zhangwei Xu, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang ICSE 2023 SEIP | May 2023 Project
Publication Recommending Root-Cause and Mitigation Steps for Cloud Incidents using Large Language Models Toufique Ahmed, Supriyo GHOSH, Chetan Bansal, Tom Zimmermann, Xuchao Zhang, Saravan Rajmohan ICSE 2023 | May 2023