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 FAST: Improving Controllability for Text Generation with Feedback Aware Self-Training Junyi Chai, Reid Pryzant, Victor Ye Dong, Konstantin Golobokov, Chenguang Zhu, Yi Liu December 2022
Publication Task Compass: Scaling Multi-task Pre-training with Task Prefix Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng 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 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
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 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 XDoc: Unified Pre-training for Cross-Format Document Understanding Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei EMNLP 2022 | December 2022 Project