Human language technologies

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

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Published Date

Publication

Document AI: Benchmarks, Models and Applications (In Chinese)

Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei

CCL 2021 | August 2021

Project

Publication

ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation

Weizhen Qi, Yeyun Gong, Yu Yan, Can Xu, Bolun Yao, Bartuer Zhou, Biao Cheng, Daxin Jiang (姜大昕), Jiusheng Chen, Ruofei Zhang, Houqiang Li, Nan Duan

Meeting of the Association for Computational Linguistics | August 2021

Github

Publication

Continuous Speech Separation with Ad Hoc Microphone Arrays

Dongmei Wang, Takuya Yoshioka, Zhuo Chen, Xiaofei Wang, Tianyan Zhou, Zhong Meng

EUSIPCO | August 2021

Project

Publication

Continuous Speech Separation Using Speaker Inventory for Long Recording

Cong Han, Yi Luo, Chenda Li, Tianyan Zhou, Keisuke Kinoshita, Shinji Watanabe, Marc Delcroix, Hakan Erdogan, John R. Hershey, Nima Mesgarani, Zhuo Chen

August 2021

Publication

ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering

Shuang Chen, Qian Liu, Zhiwei Yu, Chin-Yew Lin, Jian-Guang Lou, Feng Jiang

ACL-IJCNLP 2021 (Demo Track) | August 2021

Project Project

Publication

FastSeq: Make Sequence Generation Faster

Yu Yan, Fei Hu, Jiusheng Chen, Nikhil Bhendawade, Ting Ye, Yeyun Gong, Nan Duan, Desheng Cui, Bingyu Chi, Ruofei Zhang

Meeting of the Association for Computational Linguistics | August 2021

Github

Publication

A Survey on Response Selection for Retrieval-based Dialogues

Chongyang Tao, Jiazhan Feng, Wei Wu, Rui Yan, Daxin Jiang (姜大昕)

IJCAI 2021 | August 2021

Event

Microsoft at ACL-IJCNLP 2021

August 1, 2021 – August 6, 2021 | Virtual

Microsoft is proud to be a Platinum sponsor of The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021).

Publication

Issues with Entailment-based Zero-shot Text Classification

Tingting Ma, Jin-Ge Yao, Chin-Yew Lin, Tiejun Zhao

ACL-IJCNLP 2021 | August 2021

Publication

Automatic Rephrasing of Transcripts-based Action Items

Amir Cohen, Amir Kantor (amkantor), Sagi Hilleli, Eyal Kolman

Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021 | August 2021

Project Project