Insights into the Challenges and Opportunities of Large Multi-Modal Models for Blind and Low Vision Users: CLIP
PARIKSHA: A Scalable, Democratic, Transparent Evaluation Platform for Assessing Indic Large Language Models
Publication 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
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
Publication 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 2022 Neural Information Processing Systems | December 2022
Publication TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Bases Yiheng Shu, Zhiwei Yu, Yuhan Li, Börje F. Karlsson, Tingting Ma, Yuzhong Qu, Chin-Yew Lin The 2022 Conference on Empirical Methods in Natural Language Processing | December 2022 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 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
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 XDoc: Unified Pre-training for Cross-Format Document Understanding Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei EMNLP 2022 | December 2022 Project
Publication DeepGen: Diverse Search Ad Generation and Real-Time Customization Konstantin Golobokov, Junyi Chai, Victor Ye Dong, Mandy Gu, Bingyu Chi, Jie Cao, Yulan Yan, Yi Liu EMNLP 2022 | December 2022
Publication Text Embeddings by Weakly-Supervised Contrastive Pre-training Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang (姜大昕), Rangan Majumder, Furu Wei December 2022