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 DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization Ziming Mao, Chen Henry Wu, Ansong Ni, Yushen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev ACL 2022 | May 2022
Publication XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei ACL 2022 | May 2022 Project
Publication Unsupervised Dependency Graph Network Yikang Shen, Shawn Tan, Alessandro Sordoni, Peng Li, Jie Zhou, Aaron Courville ACL 2022 | May 2022
Publication Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction Heming Wang, Yao Qian, Xiaofei Wang, Yiming Wang, Chengyi Wang, Shujie Liu, Takuya Yoshioka, Jinyu Li, DeLiang Wang ICASSP 2022 | May 2022
Publication DICT-BERT: Enhancing Language Model Pre-Training with Dictionary Wenhao Yu, Chenguang Zhu, Yuwei Fang, Donghan Yu, Shuohang Wang, Yichong Xu, Michael Zeng, Meng Jiang ACL 2022 | May 2022
Publication Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation Xinyu Pi, Bing Wang, Yan Gao, Jiaqi Guo, Zhoujun Li, Jian-Guang Lou ACL 2022 | May 2022
Publication StableMoE: Stable Routing Strategy for Mixture of Experts Damai Dai, Li Dong, Shuming Ma, Bo Zheng, Zhifang Sui, Baobao Chang, Furu Wei ACL 2022 | May 2022
Publication ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation Chang Liu, Xu Tan, Chongyang Tao, Zhenxin Fu, Dongyan Zhao, Tie-Yan Liu, Rui Yan May 2022
Publication Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue Jiawei Zhou, Jason Eisner, Michael Newman, Emmanouil Antonios Platanios, Sam Thomson May 2022 Outstanding Paper Award
Publication LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval Canwen Xu, Daya Guo, Nan Duan, Julian McAuley ACL 2022 | May 2022