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 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
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