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 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
Publication Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks Yizhong Wang, Ishani Mondal, et. al. EMNLP 2022 | October 2022
Publication ASL Wiki: An Exploratory Interface for Crowdsourcing ASL Translations Abraham Glasser, Fyodor Minakov, Danielle Bragg ASSETS 2022 | October 2022 Project
Publication Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training Haoxuan You, Luowei Zhou, Bin Xiao, Noel Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan European Conference on Computer Vision (ECCV 2022) | October 2022
Publication Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder Zhenghao Liu, Han Zhang, Chenyan Xiong, Zhiyuan Liu, Yu Gu, Xiaohua Li EMNLP 2022 | October 2022
Publication There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning Xueliang Zhao, Tingchen Fu, Chongyang Tao, Rui Yan EMNLP 2022 | October 2022
Publication Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge Kaixin Ma, Hao Cheng, Xiaodong Liu, Eric Nyberg, Jianfeng Gao EMNLP 2022 | October 2022
Publication Unsupervised Multi-Granularity Summarization Ming Zhong, Yang Liu, Suyu Ge, Yuning Mao, Yizhu Jiao, Xingxing Zhang, Yichong Xu, Chenguang Zhu, Michael Zeng, Jiawei Han EMNLP 2022 | October 2022