Human language technologies

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

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公開日

MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding

Jia-chen Gu, Chongyang Tao, Zhen-Hua Ling, Can Xu, Xiubo Geng, Daxin Jiang (姜大昕)

ACL 2021 | June 2021

公開日

Continuous speech separation with Conformer

Sanyuan Chen, Yu Wu, Zhuo Chen, Jian Wu, Jinyu Li, Takuya Yoshioka, Chengyi Wang, Shujie Liu, Ming Zhou

ICASSP | June 2021

公開日

One Teacher is Enough? Pre-trained Language Model Distillation from Multiple Teachers

Chuhan Wu, Fangzhao Wu, Yongfeng Huang

ACL-IJCNLP 2021 | June 2021

公開日

Privacy Regularization: Joint Privacy-Utility Optimization in Language Models

Fatemehsadat Mireshghallah, Huseyin Inan, Marcello Hasegawa, Victor Rühle, Taylor Berg-Kirkpatrick, Robert Sim

2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021) | June 2021

公開日

Noisy Self-Knowledge Distillation for Text Summarization

Yang Liu, Sheng Shen, Mirella Lapata

North American Chapter of the Association for Computational Linguistics (NAACL) 2021 | June 2021

公開日

When does text prediction benefit from additional context? An exploration of contextual signals for chat and email messages

Stojan Trajanovski, Chad Atalla, Kunho Kim, Vipul Agarwal, Milad Shokouhi, Chris Quirk

NAACL 2021 | June 2021

公開日

Don’t shoot butterfly with rifles: multi-channel continuous speech separation with early exit transformer

Sanyuan Chen, Yu Wu, Zhuo Chen, Takuya Yoshioka, Shujie Liu, Jinyu Li, Xiangzhan Yu

ICASSP | June 2021

公開日

Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling

Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang

ACL-IJCNLP 2021 | June 2021

公開日

SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues

Liang Qiu, Yuan Liang, Yizhou Zhao, Pan Lu, Baolin Peng, Zhou Yu, Ying Nian Wu, Song-Chun Zhu

ACL-IJCNLP 2021 | June 2021

公開日

FLIN: A Flexible Natural Language Interface for Web Navigation

Sahisnu Mazumder, Oriana Riva

2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) | June 2021

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