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 EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation Tao Ge, Furu Wei EMNLP 2022 | March 2022
Publication Structurally Diverse Sampling Reduces Spurious Correlations in Semantic Parsing Datasets Shivanshu Gupta, Sameer Singh, Matt Gardner EMNLP 2022 | March 2022
Publication ScienceWorld: Is your Agent Smarter than a 5th Grader? Ruoyao Wang, Peter Jansen, Marc-Alexandre Côté, Prithviraj Ammanabrolu Science World | March 2022
Publication One-Shot Learning from a Demonstration with Hierarchical Latent Language Nathaniel Weir, Xingdi Yuan, Marc-Alexandre Côté, Matthew Hausknecht, Romain Laroche, Ida Momennejad, Harm van Seijen, Ben Van Durme March 2022 Project
Publication PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks Yufei Wang, Can Xu, Qingfeng Sun, Huang Hu, Chongyang Tao, Xiubo Geng, Daxin Jiang (姜大昕) ACL 2022 | February 2022
Publication JAKET: Joint Pre-training of Knowledge Graph and Language Understanding Donghan Yu, Chenguang Zhu, Yiming Yang, Michael Zeng AAAI 2022 | February 2022
Publication DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng AAAI 2022 | February 2022
Publication Memory-Guided Semantic Learning Network for Temporal Sentence Grounding Daizong Liu, Xiaoye Qu, Xing Di , Yu Cheng, Zichuan Xu, Pan Zhou Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022
Publication PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings Qiyu Wu, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng, Daxin Jiang (姜大昕) February 2022
Publication OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning Sheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, Zicheng Liu AAAI 2022 | February 2022 Project