Human language technologies

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

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Published Date

Publication

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

Publication

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

Publication

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

Publication

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

Publication

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

Publication

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

Publication

NL-EDIT: Correcting Semantic Parse Errors through Natural Language Interaction

Ahmed Elgohary, Chris Meek, Matthew Richardson, Adam Fourney, Gonzalo Ramos, Ahmed Awadallah

NAACL 2021 | June 2021

Project

Publication

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

Github Project

Publication

ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining

Alexander R. Fabbri, Faiaz Rahman, Imad Rizvi, Borui Wang, Haoran Li, Yashar Mehdad, Dragomir Radev

ACL-IJCNLP 2021 | May 2021

Publication

Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents

Rui Meng, Khushboo Thaker, Lei Zhang, Yue Dong, Xingdi Yuan, Tong Wang, Daqing He

ACL-IJCNLP 2021 | May 2021