Human language technologies

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

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Date de publication

Publication

Continuous speech separation: dataset and analysis

Zhuo Chen, Takuya Yoshioka, Liang Lu, Tianyan Zhou, Zhong Meng, Yi Luo, Jian Wu, Xiong Xiao, Jinyu Li

ICASSP | April 2020

Publication

L-Vector: Neural Label Embedding for Domain Adaptation

Zhong Meng, Hu Hu, Jinyu Li, Changliang Liu, Yan Huang, Yifan Gong, Chin-Hui Lee

ICASSP | April 2020

Publication

SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization

Haoming Jiang, Pengcheng He, Weizhu Chen, Xiaodong Liu, Jianfeng Gao, Tuo Zhao

April 2020

ACL 2020 | April 2020

Projet

Publication

VL-BERT: Pre-training of Generic Visual-Linguistic Representations

Weijie Su, Xizhou Zhu, Yue Cao, Bin Li, Lewei Lu, Furu Wei, Jifeng Dai

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

Github

Publication

Graph Constrained Reinforcement Learning for Natural Language Action Spaces

Prithviraj Ammanabrolu, Matthew Hausknecht

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

Github

Publication

Adaptive Correlated Monte Carlo for Contextual Categorical Sequence Generation

Xinjie Fan, Yizhe Zhang, Zhendong Wang, Mingyuan Zhou

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

Publication

Heterogeneous Graph Transformer

Ziniu Hu, Yuxiao Dong, Kuansan Wang, Yizhou Sun

The 2020 Web Conference (WWW) | April 2020

Projet Projet

Publication

Incorporating BERT into Neural Machine Translation

Jinhua Zhu, Yingce Xia, Lijun Wu, Di He, Tao Qin (taoqin), Wengang Zhou, Houqiang Li, Tie-Yan Liu

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

Github

Publication

Minimum latency training strategies for streaming sequence-to-sequence ASR

Hirofumi Inaguma, Yashesh Gaur, Liang Lu, Jinyu Li, Yifan Gong

ICASSP | April 2020

Publication

ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems

Qi Zhu, Zheng Zhang, Yan Fang, Xiang Li, Ryuichi Takanobu, Jinchao Li, Baolin Peng, Jianfeng Gao, Xiaoyan Zhu, Minlie Huang

ACL 2020 Demo | April 2020

Projet