Human language technologies

Advancing how machines understand and generate human language across speech, text, and translation.

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Published Date

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

ExSum: From Local Explanations to Model Understanding

Yilun Zhou, Marco Tulio Ribeiro, Julie Shah

NAACL 2022 | April 2022

Publication

ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition

Xinyu Wang, Min Gui, Yong Jiang, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Kewei Tu

NAACL 2022 | April 2022

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

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