Human language technologies

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

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Published Date

Publication

ALFWorld: Aligning Text and Embodied Environments for Interactive Learning

Mohit Shridhar, Xingdi Yuan, Marc-Alexandre Côté, Yonatan Bisk, Adam Trischler, Matthew Hausknecht

October 2020

arXiv | October 2020

Publication

POINTER: Constrained Progressive Text Generation via Insertion-based Generative Pre-training

Yizhe Zhang, Guoyin Wang, Chunyuan Li, Zhe Gan, Chris Brockett, Bill Dolan

EMNLP 2020 | October 2020

Publication

A Survey of Knowledge-Enhanced Text Generation

Wenhao Yu, Chenguang Zhu, Zaitang Li, Zhiting Hu, Qingyun Wang, Heng Ji, Meng Jiang

arXiv 2010.04389 | October 2020

Publication

ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training

Weizhen Qi, Yu Yan, Yeyun Gong, Dayiheng Liu, Nan Duan, Jiusheng Chen, Ruofei Zhang, Ming Zhou

EMNLP 2020 | October 2020

Github

Publication

Rapid RNN-T Adaptation Using Personalized Speech Synthesis and Neural Language Generator

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

Interspeech | October 2020

Publication

ProphetNet-Ads: A Looking Ahead Strategy for Generative Retrieval Models in Sponsored Search Engine

Weizhen Qi, Yeyun Gong, Yu Yan, Jian Jiao, Bo Shao, Ruofei Zhang, Houqiang Li, Nan Duan, Ming Zhou

The 9th CCF International Conference on Natural Language Processing and Chinese Computing(NLPCC2020) | October 2020

Github

Publication

An End-to-end Architecture of Online Multi-channel Speech Separation

Jian Wu, Zhuo Chen, Jinyu Li, Takuya Yoshioka, Zhili Tan, Ed Lin, Yi Luo , Lei Xie

Interspeech | October 2020

Publication

Combination of end-to-end and hybrid models for speech recognition

Jeremy Wong, Yashesh Gaur, Rui Zhao, Liang Lu, Eric Sun, Jinyu Li, Yifan Gong

Interspeech | October 2020

Publication

Transfer Learning Approaches for Streaming End-to-End Speech Recognition System

Vikas Joshi, Rui Zhao, Rupesh R. Mehta, Kshitiz Kumar, Jinyu Li

Interspeech | October 2020

Publication

TaxiNLI: Taking a Ride up the NLU Hill

Pratik Joshi, Somak Aditya, Aalok Sathe, Monojit Choudhury

Conference on Computational Natural Language Learning (CoNLL) | September 2020

Github Project