Human language technologies

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

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Published Date

Publication

UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data

Chengyi Wang, Yu Wu, Yao Qian, Kenichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang

2021 International Conference on Machine Learning | July 2021

Publication

Evolving Attention with Residual Convolutions

Yujing Wang, Yaming Yang, Jiangang Bai, Mingliang Zhang, Jing Bai, Jing Yu, Ce Zhang, Gao Huang, Yunhai Tong

2021 International Conference on Machine Learning | July 2021

Publication

Leveraging Lead Bias for Zero-shot Abstractive News Summarization

Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang

2021 International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2021

Publication

Leveraging Lead Bias for Zero-shot Abstractive News Summarization

Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang

The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021. | July 2021

Publication

DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling

Lanqing Xue, Kaitao Song, Duocai Wu, Xu Tan, Nevin L. Zhang, Tao Qin, Wei-Qiang Zhang, Tie-Yan Liu

ACL-IJCNLP 2021 | July 2021

Project

Publication

Adaptive Text to Speech for Spontaneous Style

Yuzi Yan, Xu Tan, Bohan Li, Guangyan Zhang, Tao Qin, Sheng Zhao, Yuan Shen, Wei-Qiang Zhang, Tie-Yan Liu

Interspeech 2021 | July 2021

Publication

An Improved Model for Voicing Silent Speech

David Gaddy, Dan Klein

ACL-IJCNLP 2021 | July 2021

Publication

GEM: A General Evaluation Benchmark for Multimodal Tasks

Lin Su, Nan Duan, Edward Cui, Lei Ji, Chenfei Wu, Huaishao Luo, Yongfei Liu, Ming Zhong, Taroon Bharti, Arun Sacheti

ACL-IJCNLP 2021 | July 2021

Publication

Conversations Powered by Cross-Lingual Knowledge

Weiwei Sun, Chuan Meng, Qi Meng, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Maarten de Rijke

SIGIR 2021 | July 2021

Publication

Learning Algebraic Recombination for Compositional Generalization

Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang

ACL-IJCNLP 2021 (findings) | July 2021

Project