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 Joint Pre-Training with Speech and Bilingual Text for Direct Speech to Speech Translation Kun Wei, Long Zhou, Ziqiang Zhang, Liping Chen, Shujie Liu, Lei He, Jinyu Li, Furu Wei ICASSP | June 2023
Publication CTCBERT: Advancing Hidden-unit BERT with CTC Objectives Ruchao Fan, Yiming Wang, Yashesh Gaur, Jinyu Li ICASSP | June 2023
Publication Differentiable Tree Operations Promote Compositional Generalization Paul Soulos, Edward Hu, Kate McCurdy, Yunmo Chen, Roland Fernandez, Paul Smolensky, Jianfeng Gao ICML 2023 | June 2023
Publication Speaker Change Detection for Transformer Transducer ASR Jian Wu, Zhuo Chen, Min Hu, Xiong Xiao, Jinyu Li June 2023
Publication Self-supervised learning with bi-label masked speech prediction for streaming multi-talker speech recognition Zili Huang, Zhuo Chen, Naoyuki Kanda, Jian Wu, Yiming Wang, Jinyu Li, Takuya Yoshioka, Xiaofei Wang, Peidong Wang ICASSP | June 2023
Publication IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian Languages Jay Gala, Pranjal Chitale, AK Raghavan, Sumanth Doddapaneni, Varun Gumma, Aswanth Kumar, J. Nawale, Anupama Sujatha, Ratish Puduppully, Vivek Raghavan, Pratyush Kumar, Mitesh M. Khapra, Raj Dabre, Anoop Kunchukuttan Transactions on Machine Learning Research | May 2023, Vol abs/2305.16307
Publication Uncovering and Quantifying Social Biases in Code Generation Yan Liu, Xiaokang Chen, Yan Gao, Zhe Su, Fengji Zhang, Daoguang Zan, Jian-Guang Lou, Pin-Yu Chen, Tsung-Yi Ho NeurIPS 2023 | May 2023
Publication PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents Simeng Sun, Yang Liu, Shuohang Wang, Chenguang Zhu, Mohit Iyyer May 2023
Publication ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models Binfeng Xu, Zhiyuan Peng, Bowen Lei, Subhabrata (Subho) Mukherjee, Yuchen Liu, Dongkuan Xu arXiv: Computation and Language | May 2023
Publication Any-to-Any Generation via Composable Diffusion Zineng Tang, Ziyi Yang, Chenguang Zhu, Michael Zeng, Mohit Bansal NeurIPS 2023 | May 2023