Publication Cost-Effective Cloud Edge Traffic Engineering with CASCARA Rachee Singh, Sharad Agarwal, Matt Calder, Victor Bahl USENIX NSDI | April 2021 Project
Publication 1-bit LAMB: Communication Efficient Large-Scale Large-Batch Training with LAMB’s Convergence Speed Conglong Li, Ammar Ahmad Awan, Hanlin Tang, Samyam Rajbhandari, Yuxiong He April 2021 arXiv | April 2021 Project Project
Publication Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval Chen Zhao, Chenyan Xiong, Jordan L. Boyd-Graber, Hal Daumé III April 2021 arXiv | April 2021
Publication Meta-Learning for Variational Inference Ruqi Zhang, Yingzhen Li, Christopher De Sa, Sam Devlin, Cheng Zhang International Conference on Artificial Intelligence and Statistics | April 2021 Project
Publication QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev NAACL | April 2021
Publication Detoxifying Language Models Risks Marginalizing Minority Voices Albert Xu, Eshaan Pathak, Eric Wallace, Suchin Gururangan, Maarten Sap, Dan Klein April 2021 arXiv | April 2021
Publication FUDGE: Controlled Text Generation with Future Discriminators Kevin Yang, Dan Klein April 2021 arXiv | April 2021
Publication Hide-and-Seek Privacy Challenge. James Jordon, Daniel Jarrett, Jinsung Yoon, Tavian Barnes, Paul W. G. Elbers, Patrick Thoral, Ari Ercole, Cheng Zhang, Danielle Belgrave, Mihaela van der Schaar NeurIPS 2020 Competition | April 2021 To appear in PMLR NeurIPS 2020 competition
Publication UniDrop: A Simple Yet Effective Technique to Improve Transformer without Extra Cost Zhen Wu, Lijun Wu, Qi Meng, Yingce Xia, Shufang Xie, Tao Qin, Xinyu Dai, Tie-Yan Liu April 2021 arXiv | April 2021
Publication Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections Ruiqi Zhong, Kristy Lee, Zheng Zhang, Dan Klein Empirical Methods in Natural Language Processing | April 2021