출판 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
출판 AdaPrompt: Adaptive Model Training for Prompt-based NLP Yulong Chen, Yang Liu, Li Dong, Shuohang Wang, Chenguang Zhu, Michael Zeng, Yue Zhang Findings of Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, the United Arab Emirates, 2022. | December 2022
출판 SoftCorrect: Error Correction with Soft Detection for Automatic Speech Recognition Yichong Leng, Xu Tan, Wenjie Liu, Kaitao Song, Rui Wang, Xiang-Yang Li, Tao Qin, Edward Lin, Tie-Yan Liu The 37th AAAI Conference on Artificial Intelligence | December 2022
출판 Topic Segmentation in the Wild: Towards Segmentation of Semi-structured & Unstructured Chats Reshmi Ghosh, Harjeet Singh Kajal, Sharanya Kamath, Dhuri Shrivastava, Samyadeep Basu, Soundararajan Srinivasan Neural Information Processing Systems | December 2022
출판 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
출판 Clean Text and Full-Body Transformer: Microsoft’s Submission to the WMT22 Shared Task on Sign Language Translation Subhadeep Dey, Abhilash Pal, Cyrine Chaabani, Oscar Koller Proceedings of the Seventh Conference on Machine Translation | December 2022
출판 Retrieval Augmentation for Commonsense Reasoning: A Unified Approach Wenhao Yu, Chenguang Zhu, Zhihan Zhang, Shuohang Wang, Zhuosheng Zhang, Yuwei Fang, Meng Jiang Empirical Methods in Natural Language Processing (EMNLP) 2022 | December 2022
출판 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
출판 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
출판 Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji Conference on Neural Information Processing Systems (NeurIPS) 2022 | November 2022