Publication A Unified Encoder-Decoder Framework with Entity Memory Zhihan Zhang, Wenhao Yu, Chenguang Zhu, Meng Jiang Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, the United Arab Emirates, 2022 | December 2022
Publication Acoustics as a guide to welding quality Dimitra Emmanouilidou The Journal of the Acoustical Society of America | December 2022, Vol 152(4): pp. A142
Publication ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation Shuohang Wang, Ruochen Xu, Yang Liu, Chenguang Zhu, Michael Zeng Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing | December 2022
Publication Surrogate Modeling for Methane Dispersion Simulations Using Fourier Neural Operator Qie Zhang, Micro Milletari, Yagna Oruganti, Philipp Witte NeurIPS 2022 Workshop Tackling Climate Change with Machine Learning | December 2022 Proposal Track Project
Publication LiteTransformerSearch: Training-free On-device Search for Efficient Autoregressive Language Models Mojan Javaheripi, Shital Shah, Subhabrata (Subho) Mukherjee, Tomasz L. Religa, Caio C. T. Mendes, Gustavo H. de Rosa, Sébastien Bubeck, Farinaz Koushanfar, Debadeepta Dey NeurIPS 2022 | December 2022 Project
Publication AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models Dongkuan Xu, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Awadallah, Jianfeng Gao NeurIPS 2022 | December 2022 Project Project
Publication Semi-Automated Analysis of Collaborative Interaction: Are We There Yet? Thomas Neumayr, Mirjam Augstein, Johannes Schönböck, Sean Rintel, Helmut Leeb, Thomas Teichmeister ISS 2022 | December 2022 Project Project Project
Publication RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL Jiexing Qi, Jingyao Tang, Ziwei He, Yu Cheng, Chenghu Zhou, Xinbing Wang, Quanshi Zhang, Zhouhan Lin Conference on Empirical Methods in Natural Language Processing (EMNLP 2022) | December 2022
Publication Towards A Unified Multi-Dimensional Evaluator For Text Generation Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji, Jiawei Han Empirical Methods in Natural Language Processing (EMNLP) 2022 | 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