Human language technologies

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

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Published Date

Publication

On the Social and Technical Challenges of Web Search Autosuggestion Moderation

T. J. Hazen, Alexandra Olteanu, Gabriella Kazai, Fernando Diaz, Michael Golebiewski

July 2020

Publication

MuTual: A Dataset for Multi-Turn Dialogue Reasoning

Leyang Cui, Yu Wu, Shujie Liu, Yue Zhang, Ming Zhou

ACL 2020 | July 2020

Publication

Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension

Bo Zheng, Haoyang Wen, Yaobo Liang, Nan Duan, Wanxiang Che, Daxin Jiang (姜大昕), Ming Zhou, Ting Liu

ACL 2020 | July 2020

Publication

Attentive Pooling with Learnable Norms for Text Representation

Chuhan Wu, Fangzhao Wu, Tao Qin, Xiaohui Cui, Yongfeng Huang

ACL 2020 | July 2020

Publication

A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation

Shuo Ren, Yu Wu, Shujie Liu, Ming Zhou, Shuai Ma

ACL 2020 | July 2020

Publication

Learning with Weak Supervision for Email Intent Detection

Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais

ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020

Project

Publication

UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data

Qianhui Wu, Zijia Lin, Börje F. Karlsson, Biqing Huang, Jian-Guang Lou

29th International Joint Conference on Artificial Intelligence (IJCAI 2020) | July 2020

Project Project Project

Publication

Speak to your parser: Interactive Text-to-SQL with natural language feedback

Ahmed Elgohary, Saghar Hosseini, Ahmed Awadallah

Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020

Github Project

Publication

Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer

Jieyu Zhao, Subhabrata (Subho) Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Awadallah

Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020

Project

Publication

XtremeDistil: Multi-stage Distillation for Massive Multilingual Models

Subhabrata (Subho) Mukherjee, Ahmed Awadallah

Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020

Github Project Project