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 VisToT: Vision-Augmented Table-to-Text Generation Prajwal Gatti, Anand Mishra, Manish Gupta, Mithun Das Gupta EMNLP 2022 | November 2022
Publication Distilled Dual-Encoder Model for Vision-Language Understanding Zekun Wang, Wenhui Wang, Haichao Zhu, Ming Liu, Bing Qin, Furu Wei EMNLP 2022 | November 2022
Publication When Language Model Meets Private Library Daoguang Zan, Bei Chen, Zeqi Lin, Bei Guan, Yongji Wang, Jian-Guang Lou EMNLP 2022 | October 2022
Publication Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives Si Sun, Chenyan Xiong, Yue Yu, Arnold Overwijk, Zhiyuan Liu, Jie Bao EMNLP 2022 | October 2022
Publication When Can Transformers Ground and Compose: Insights from Compositional Generalization Benchmarks Ankur Sikarwar, Arkil Patel, Navin Goyal EMNLP 2022 | October 2022
Publication Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change Zhaochen Su, Zecheng Tang, Xinyan Guan, Juntao Li, Lijun Wu, Min Zhang EMNLP 2022 | October 2022
Publication Simulating realistic speech overlaps improves multi-talker ASR Muqiao Yang, Naoyuki Kanda, Xiaofei Wang, Jian Wu, Sunit Sivasankaran, Zhuo Chen, Jinyu Li, Takuya Yoshioka arXiv:2210.15715 | October 2022
Publication COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning Yue Yu, Chenyan Xiong, Si Sun, Chao Zhang, Arnold Overwijk EMNLP 2022 | October 2022
Publication Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning Barun Patra, Saksham Singhal, Shaohan Huang, Zewen Chi, Li Dong, Furu Wei, Vishrav Chaudhary, Xia Song ACL 2023 | October 2022 Work in progress
Publication Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation Xiaonan Li, Daya Guo, Yeyun Gong, Yun Lin, Yelong Shen, Xipeng Qiu, Daxin Jiang (姜大昕), Weizhu Chen, Nan Duan EMNLP 2022 | October 2022