Human language technologies

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

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Date de publication

Publication

Debiasing Event Understanding for Visual Commonsense Tasks

Minji Seo, YeonJoon Jung, Seungtaek Choi, seung-won hwang, Bei Liu

May 2022

Publication

Characterizing Idioms: Conventionality and Contingency

Michaela Socolof, Jackie Chi Kit Cheung, Michael Wagner, Timothy J. O’Donnell

ACL 2022 | May 2022

Publication

Better Language Model with Hypernym Class Prediction

He Bai, Tong Wang, Alessandro Sordoni, Peng Shi

ACL 2022 | May 2022

Publication

A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation

Tianyu Liu, Yizhe Zhang, Chris Brockett, Yi Mao, Zhifang Sui, Weizhu Chen, Bill Dolan

ACL 2022 | May 2022

Publication

Leveraging Knowledge in Multilingual Commonsense Reasoning

Yuwei Fang, Shuohang Wang, Yichong Xu, Ruochen Xu, Siqi Sun, Chenguang Zhu, Michael Zeng

ACL 2022 | May 2022

Publication

VarArray: Array-Geometry-Agnostic Continuous Speech Separation

Takuya Yoshioka, Xiaofei Wang, Dongmei Wang, Min Tang, Zirun Zhu, Zhuo Chen, Naoyuki Kanda

ICASSP 2022 | May 2022

Projet

Publication

KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering

Donghan Yu, Chenguang Zhu, Yuwei Fang, Wenhao Yu, Shuohang Wang, Yichong Xu, Xiang Ren, Yiming Yang, Michael Zeng

ACL 2022 | May 2022

Publication

Transcribe-to-Diarize: Neural Speaker Diarization for Unlimited Number of Speakers using End-to-End Speaker-Attributed ASR

Naoyuki Kanda, Xiong Xiao, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka

ICASSP 2022 | May 2022

Projet Projet

Publication

FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining

Zhoujun Cheng, Haoyu Dong, Fan Cheng, Ran Jia, Pengfei Wu, Shi Han, Dongmei Zhang

ACL 2022 Main Track | May 2022

Projet

Publication

Towards Making the Most of Multilingual Pretraining for Zero-Shot Neural Machine Translation

Guanhua Chen, Shuming Ma, Yun Chen, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei

ACL 2022 | May 2022