Human language technologies

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

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Date de publication

Publication

Improving Readability for Automatic Speech Recognition Transcription

Junwei Liao, Yu Shi, Sefik Emre Eskimez, Liyang Lu, Ming Gong (YIMING), Linjun Shou (寿林钧), Hong Qu, Michael Zeng

arXiv:2004.04438 | April 2020

Publication

Meta-Learning For Few-Shot NMT Adaptation

Amr Sharaf, Hany Hassan Awadalla, Hal Daumé III

April 2020

ArXiv preprint | April 2020

Projet Projet

Publication

Improving Entity Linking by Modeling Latent Entity Type Information.

Shuang Chen, Jinpeng Wang, Feng Jiang, Chin-Yew Lin

National Conference on Artificial Intelligence | April 2020

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Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News

Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Scott Ruston, Huan Liu

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020) | April 2020

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Bursts of Activity: Temporal Patterns of Help-Seeking and Support in Online Mental Health Forums

Taisa Kushner, Amit Sharma

ACM Web Conference (WWW) | April 2020

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Low-Resource Knowledge-Grounded Dialogue Generation

Xueliang Zhao, Wei Wu, Chongyang Tao, Can Xu, Dongyan Zhao, Rui Yan

Eighth International Conference on Learning Representations (ICLR) | April 2020

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Exploring pre-training with alignments for RNN transducer based end-to-end speech recognition

Hu Hu, Rui Zhao, Jinyu Li, Liang Lu, Yifan Gong

ICASSP | April 2020

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Using personalized speech synthesis and neural language generator for rapid speaker adaptation

Yan Huang, Lei He, Wenning Wei, William Gale, Jinyu Li, Yifan Gong

ICASSP | April 2020

Publication

Adversarial Training for Large Neural Language Models

Xiaodong Liu, Hao Cheng, Pengcheng He, Weizhu Chen, Yu Wang, Hoifung Poon, Jianfeng Gao

April 2020

ArXiv | April 2020

Github Projet

Publication

On the Variance of the Adaptive Learning Rate and Beyond

Liyuan Liu, Haoming Jiang, Pengcheng He, Weizhu Chen, Xiaodong Liu, Jianfeng Gao, Jiawei Han

Eighth International Conference on Learning Representations (ICLR) | April 2020

Projet