Human language technologies

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

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Published Date

Publication

Comparing Grammatical Theories of Code-Mixing

Adithya Pratapa, Monojit Choudhury

Proceedings of the 2021 EMNLP Workshop W-NUT: The Seventh Workshop on Noisy User-generated Text | January 2021

Project

Publication

Listen, Look and Deliberate: Visual context-aware speech recognition using pre-trained text-video representations

Shahram Ghorbani, Yashesh Gaur, Yu Shi, Jinyu Li

Spoken Language Technology Workshop | January 2021

Publication

Dual-Path RNN For Long Recording Speech Separation

Chenda Li, Yi Luo, Cong Han, Jinyu Li, Takuya Yoshioka, Tianyan Zhou, Marc Delcroix, Keisuke Kinoshita, Christoph Boeddeker, Yanmin Qian, Shinji Watanabe, Zhuo Chen

Spoken Language Technology Workshop | January 2021

Publication

Denoising Text to Speech with Frame-Level Noise Modeling

Chen Zhang, Yi Ren, Xu Tan, Jinglin Liu, Kejun Zhang, Tao Qin, Sheng Zhao, Tie-Yan Liu

ICASSP 2021 | January 2021

Publication

Speaker Separation Using Speaker Inventories and Estimated Speech

Peidong Wang, Zhuo Chen, DeLiang Wang, Jinyu Li, Yifan Gong

IEEE Transactions on Audio, Speech, and Language Processing | December 2020, Vol 29: pp. 537-546

Publication

Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models

Tongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer, Daniel S. Weld

ACL-IJCNLP 2021 | December 2020

Publication

Reader-Guided Passage Reranking for Open-Domain Question Answering

Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Wei Chen

ACL-IJCNLP 2021 | December 2020

Project

VERT: Versatile Entity Recognition & Disambiguation Toolkit

While knowledge about entities is a key building block in the mentioned systems, creating effective/efficient models for real-world scenarios remains a challenge (tech/data/real workloads). Based on such needs, we’ve created VERT – a Versatile Entity…

Publication

XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders.

Shuming Ma, Jian Yang, Haoyang Huang, Zewen Chi, Li Dong, Dongdong Zhang, Hany Hassan Awadalla, Alexandre Muzio, Akiko I. Eriguchi, Saksham Singhal, Xia Song, Arul Menezes, Furu Wei

December 2020

arXiv | December 2020

Project

Publication

Syntax-Enhanced Pre-trained Model

Zenan Xu, Daya Guo, Duyu Tang, Qinliang Su, Linjun Shou, Ming Gong (YIMING), Wanjun Zhong, Xiaojun Quan, Nan Duan, Daxin Jiang (姜大昕)

ACL-IJCNLP 2021 | December 2020