Human language technologies

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

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Published Date

Publication

XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation

Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Jianfeng Gao

ArXiv | June 2021

arXiv:2106.04563

Github Project Project

Publication

UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training

Mingyang Zhou, Luowei Zhou, Shuohang Wang, Yu Cheng, Linjie Li, Zhou Yu, Jingjing Liu

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2021) | June 2021

Publication

End-to-End NLP Knowledge Graph Construction

Ishani Mondal, Yufang Hou, Charles Jochim

ACL-IJCNLP 2021 | June 2021

Publication

Structure-Grounded Pretraining for Text-to-SQL

Xiang Deng, Ahmed Awadallah, Chris Meek, Alex Polozov, Huan Sun, Matthew Richardson

NAACL 2021 | June 2021

Project

Publication

Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph

Yucheng Zhou, Xiubo Geng, Tao Shen, Wenqiang Zhang, Daxin Jiang (姜大昕)

NAACL | June 2021

Publication

VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization

Tengchao Lv, Lei Cui, Momcilo Vasilijevic, Furu Wei

June 2021

Publication

Developing real-time streaming transformer transducer for speech recognition on large-scale dataset

Xie Chen, Yu Wu, Zhenghao Wang, Shujie Liu, Jinyu Li

ICASSP | 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

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

Publication

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

Chuhan Wu, Fangzhao Wu, Yongfeng Huang

ACL-IJCNLP 2021 | June 2021