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 PromptBERT: Improving BERT Sentence Embeddings with Prompts Ting Jiang, Jian Jiao, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang, Denvy Deng, Qi Zhang EMNLP 2022 | October 2022
Publication CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation Jian Yang, Shaohan Huang, Shuming Ma, Yuwei Yin, Li Dong, Dongdong Zhang, Hongcheng Guo, Zhoujun Li, Furu Wei EMNLP 2022 | October 2022
Publication Addressing Resource Scarcity across Sign Languages with Multilingual Pretraining and Unified-Vocabulary Datasets Gokul NC, Manideep Ladi, Sumit Negi, Prem Selvaraj, Pratyush Kumar, Mitesh M Khapra 2022 Neural Information Processing Systems | October 2022
Publication LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking Yupang Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei ACM Multimedia 2022 | October 2022 Project
Publication SpeechUT: Bridging Speech and Text with Hidden-Unit for Encoder-Decoder Based Speech-Text Pre-training Ziqiang Zhang, Long Zhou, Junyi Ao, Shujie Liu, Lirong Dai, Jinyu Li, Furu Wei EMNLP 2022 | October 2022
Publication CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search. Xiaonan Li, Yeyun Gong, Yelong Shen, Xipeng Qiu, Hang Zhang, Bolun Yao, Weizhen Qi, Daxin Jiang (姜大昕), Weizhu Chen, Nan Duan EMNLP 2022 | October 2022
Publication Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization Zonghan Yang, Xiaoyuan Yi, Peng Liu, Yang Liu, Xing Xie October 2022 Preprint
Publication Large-Scale Streaming End-to-End Speech Translation with Neural Transducers Jian Xue, Peidong Wang, Jinyu Li, Matt Post, Yashesh Gaur Interspeech | September 2022
Publication Streaming Speaker-Attributed ASR with Token-Level Speaker Embeddings Naoyuki Kanda, Jian Wu, Yu Wu, Xiong Xiao, Zhong Meng, Xiaofei Wang, Yashesh Gaur, Zhuo Chen, Jinyu Li, Takuya Yoshioka Interspeech 2022 | September 2022
Publication Streaming Multi-Talker ASR with Token-Level Serialized Output Training Naoyuki Kanda, Jian Wu, Yu Wu, Xiong Xiao, Zhong Meng, Xiaofei Wang, Yashesh Gaur, Zhuo Chen, Jinyu Li, Takuya Yoshioka Interspeech 2022 | September 2022