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 Participatory Translations of Oshiwambo: Towards Sustainable Culture Preservation with Language Technology Wilhelmina Nekoto, Julia Kreutzer, Jenalea Rajab, Millicent Ochieng, Jade Abbott AfricaNLP | April 2022 Project
Publication Recent Advances in End-to-End Automatic Speech Recognition Jinyu Li APSIPA Transactions on Signal and Information Processing | April 2022
Publication IndicXNLI: Evaluating Multilingual Inference for Indian Languages Divyanshu Aggarwal, Vivek Gupta, Anoop Kunchukuttan EMNLP 2022 | April 2022
Publication Communication-efficient federated learning via knowledge distillation Chuhan Wu, Fangzhao Wu, Lingjuan Lyu, Yongfeng Huang, Xing Xie Nature Communications | April 2022, Vol 13
Publication Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling Nuo Chen, Linjun Shou (寿林钧), Ming Gong (YIMING), Jian Pei, Daxin Jiang (姜大昕) NAACL 2022 | April 2022
Publication Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners Shashank Gupta, Subhabrata (Subho) Mukherjee, Krishan Subudhi, Eduardo Gonzalez, Damien Jose, Ahmed Awadallah, Jianfeng Gao ArXiv | April 2022
Publication LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners Yaqing Wang, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao NAACL 2022 | April 2022 Github Project Project
Publication METRO: Efficient Denoising Pretraining of Large Scale Autoencoding Language Models with Model Generated Signals Payal Bajaj, Chenyan Xiong, Guolin Ke, Xiaodong Liu, Saurabh Tiwary, Tie-Yan Liu, Paul Bennett, Xia Song, Jianfeng Gao April 2022 arXiv:2204.06644
Publication EventBERT: A Pre-Trained Model for Event Correlation Reasoning Yucheng Zhou, Xiubo Geng, Tao Shen, Guodong Long, Daxin Jiang (姜大昕) TheWebConf 2022 | April 2022
Publication Taming Sparsely Activated Transformer with Stochastic Experts Simiao Zuo, Xiaodong Liu, Jian Jiao, Young Jin Kim, Hany Hassan Awadalla, Ruofei Zhang, Tuo Zhao, Jianfeng Gao ICLR 2022 | April 2022 Project