Human language technologies

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

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Date de publication

Publication

Re-entry Prediction for Online Conversations via Self-Supervised Learning

Lingzhi Wang, Xingshan Zeng, Huang Hu, Kam-Fai Wong, Daxin Jiang (姜大昕)

Empirical Methods in Natural Language Processing | September 2021

Publication

Neural Text Generation with Artificial Negative Examples to Address Repeating and Dropping Errors

Keisuke Shirai, Kazuma Hashimoto, Akiko I. Eriguchi, Takashi Ninomiya, Shinsuke Mori

Journal of Natural Language Processing | September 2021, Vol 23(3): pp. 751-777

Publication

Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training

Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei

EMNLP 2021 | September 2021

Projet

Publication

Document AI: Benchmarks, Models and Applications (Presentation@ICDAR 2021)

Lei Cui

September 2021

DIL workshop in ICDAR 2021

Projet

Publication

Accelerating Real-Time Question Answering via Question Generation

Yuwei Fang, Shuohang Wang, Zhe Gan, Siqi Sun, Jingjing Liu, Chenguang Zhu

arXiv: Computation and Language | September 2021

Publication

Does Knowledge Help General NLU? An Empirical Study

Ruochen Xu, Yuwei Fang, Chenguang Zhu, Michael Zeng

arXiv: Computation and Language | September 2021

Publication

Adaptive Learning Rates with Maximum Variation Averaging

Chen Zhu, Yu Cheng, Zhe Gan, Furong Huang, Jingjing Liu, Tom Goldstein

European Conference on Machine Learning (ECML 2021) | September 2021

Publication

Data Augmentation for Spoken Language Understanding via Pretrained Models

Baolin Peng, Chenguang Zhu, Michael Zeng, Jianfeng Gao

INTERSPEECH | September 2021

Publication

End-to-End Speaker-Attributed ASR with Transformer

Naoyuki Kanda, Guoli Ye, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka

Interspeech 2021 | August 2021

Projet Projet

Publication

Multiple Softmax Architecture for Streaming Multilingual End-to-End ASR Systems

Vikas Joshi, Amit Das, Eric Sun, Rupesh Mehta, Jinyu Li, Yifan Gong

Interspeech 2021 | August 2021