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 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
Publication Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie EMNLP 2022 | October 2022
Publication Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding Shining Liang, Linjun Shou (寿林钧), Jian Pei, Ming Gong (YIMING), Wanli Zuo, Xianglin Zuo, Daxin Jiang (姜大昕) EMNLP 2022 | October 2022
Publication UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling Zhengyuan Yang, Zhe Gan, Jianfeng Wang, Xiaowei Hu, Faisal Ahmed, Zicheng Liu, Yumao Lu, Lijuan Wang ECCV | October 2022 Project
Publication Finding Memo: Extractive Memorization in Constrained Sequence Generation Tasks Vikas Raunak, Arul Menezes EMNLP 2022 | October 2022
Publication SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval Kun Zhou, Yeyun Gong, Xiao Liu, Wayne Xin Zhao, Yelong Shen, Anlei Dong, Jingwen Lu, Rangan Majumder, Ji-Rong Wen, Nan Duan, Weizhu Chen EMNLP 2022 | October 2022