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 Projet
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 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 Impact of Pretraining Term Frequencies on Few-Shot Reasoning Yasaman Razeghi, Robert L. Logan IV, Matt Gardner, Sameer Singh Findings of EMNLP 2022 | December 2022
Publication Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding Jiahao Zhu, Daizong Liu, Pan Zhou, Yu Cheng, Song Yang, Wenzheng Xu, Yao Wan, Lichao Sun, Zeyu Xiong Conference on Empirical Methods in Natural Language Processing (EMNLP 2022) | December 2022
Publication Collaboration in relation to Human-AI Systems: Status, Trends, and Impact António Correia, Siân Lindley IEEE BigData | December 2022
Publication Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun Empirical Methods in Natural Language Processing | December 2022 Best Paper Award at SoCal NLP Symposium 2022
Publication When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Ben Van Durme, Jason Eisner, Yu Su EMNLP 2022 | December 2022
Publication M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design Hanxue Liang, Zhiwen Fan, Rishov Sarkar, Ziyu Jiang, Tianlong Chen, Yu Cheng, Cong Hao, Zhangyang Wang 36th Annual Conference on Neural Information Processing System (NeurIPS 2022) | December 2022