Human language technologies

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

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Published Date

Publication

Overview of the seventh Dialog System Technology Challenge: DSTC7

Luis Fernando D’Haro, Koichiro Yoshino, Chiori Hori, Tim K. Marks, Lazaros Polymenakos, Jonathan K. Kummerfeld, Michel Galley, Xiang Gao

Computer Speech & Language | July 2020, Vol 62

Publication

Quality and Relevance Metrics for Selection of Multimodal Pretraining Data

Roshan Rao, Sudha Rao, Elnaz Nouri, Debadeepta Dey, Asli Celikyilmaz, Bill Dolan

The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops | July 2020

Publication

Graph Neural News Recommendation with Unsupervised Preference Disentanglement

Linmei Hu, Siyong Xu, Chen Li, Cheng Yang, Chuan Shi, Nan Duan, Xing Xie, Ming Zhou

ACL 2020 | July 2020

Publication

Curriculum Pre-training for End-to-End Speech Translation

Chengyi Wang, Yu Wu, Shujie Liu, Ming Zhou, Zhenglu Yang

ACL 2020 | July 2020

Publication

Building a User-Generated Content North-African Arabizi Treebank: Tackling Hell

Djamé Seddah, Farah Essaidi, Amal Fethi, Matthieu Futeral, Benjamin Muller, Pedro Javier Ortiz Suárez, Benoît Sagot, Abhishek Srivastava

ACL 2020 | July 2020

Publication

A Simple and Effective Unified Encoder for Document-Level Machine Translation

Shuming Ma, Dongdong Zhang, Ming Zhou

ACL 2020 | July 2020

Publication

Smart To-Do : Automatic Generation of To-Do List from Emails

Sudipto Mukherjee, Subhabrata (Subho) Mukherjee, Marcello Hasegawa, Ahmed Awadallah, Ryen W. White

Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020

Publication

RikiNet: Reading Wikipedia Pages for Natural Question Answering

Dayiheng Liu, Yeyun Gong, Jie Fu, Yu Yan, Jiusheng Chen, Daxin Jiang (姜大昕), Jiancheng Lv, Nan Duan

Meeting of the Association for Computational Linguistics | July 2020

Publication

Sentiment Detection from Speech Recognition Output

Ivan Tashev, Dimitra Emmanouilidou

Engineering Sciences | July 2020, Vol LVII(2)

Project

Publication

Zero-Resource Knowledge-Grounded Dialogue Generation

Linxiao Li, Can Xu, Wei Wu, Yufan Zhao, Xueliang Zhao, Chongyang Tao

2020 Neural Information Processing Systems | July 2020