Human language technologies

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

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Published Date

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

Project

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

Project Project

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

Project

Publication

Tailor: Generating and Perturbing Text with Semantic Controls

Alexis Ross, Tongshuang Wu, Hao Peng, Matthew E. Peters, Matt Gardner

ACL 2022 | May 2022

Publication

ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension

Sanjay Subramanian, William Merrill, Trevor Darrell, Matt Gardner, Sameer Singh, Anna Rohrbach

ACL 2022 | May 2022

Publication

Open Domain Question Answering with A Unified Knowledge Interface

Kaixin Ma, Hao Cheng, Xiaodong Liu, Eric Nyberg, Jianfeng Gao

ACL 2022 | May 2022

Publication

Multi-View Document Representation Learning for Open-Domain Dense Retrieval

Shunyu Zhang, Yaobo Liang, Ming Gong (YIMING), Daxin Jiang (姜大昕), Nan Duan

ACL 2022 | May 2022

Publication

Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models

Kabir Ahuja, Shanu Kumar, Sandipan Dandapat, Monojit Choudhury

May 2022

Publication

Image Retrieval from Contextual Descriptions

Benno Krojer, Vaibhav Adlakha, Vibhav Vineet, Yash Goyal, Edoardo Ponti, Siva Reddy

ACL 2022 | May 2022