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Pei Zhou

School of Optoelectronic Science and Engineering and Collaborative Innovation Center of Suzhou Nano Science and Technology, Soochow University, Suzhou 215006, China, Key Lab of Advanced Optical Manufacturing Technologies of Jiangsu Province and Key Lab of Modern Optical Technologies of Education Ministry of China, Soochow University, Suzhou 215006, China, Key Laboratory of Radar Imaging and Microwave Photonics, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China

An RF-source-free microwave photonic radar with an optically injected semiconductor laser for high-resolution detection and imaging


Jun 11, 2021
Pei Zhou, Rengheng Zhang, Nianqiang Li, Zhidong Jiang, Shilong Pan


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Go Beyond Plain Fine-tuning: Improving Pretrained Models for Social Commonsense


May 12, 2021
Ting-Yun Chang, Yang Liu, Karthik Gopalakrishnan, Behnam Hedayatnia, Pei Zhou, Dilek Hakkani-Tur

* SLT 2021 

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Incorporating Commonsense Knowledge Graph in Pretrained Models for Social Commonsense Tasks


May 12, 2021
Ting-Yun Chang, Yang Liu, Karthik Gopalakrishnan, Behnam Hedayatnia, Pei Zhou, Dilek Hakkani-Tur

* EMNLP2020 Workshop 

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Probing Causal Common Sense in Dialogue Response Generation


Apr 21, 2021
Pei Zhou, Pegah Jandaghi, Bill Yuchen Lin, Justin Cho, Jay Pujara, Xiang Ren

* This article has been withdrawn by the authors. The submitted version was an early draft that has errors in the results which renders the analysis invalid 

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Lawyers are Dishonest? Quantifying Representational Harms in Commonsense Knowledge Resources


Mar 21, 2021
Ninareh Mehrabi, Pei Zhou, Fred Morstatter, Jay Pujara, Xiang Ren, Aram Galstyan


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Can BERT Reason? Logically Equivalent Probes for Evaluating the Inference Capabilities of Language Models


May 02, 2020
Pei Zhou, Rahul Khanna, Bill Yuchen Lin, Daniel Ho, Xiang Ren, Jay Pujara

* 15 pages, 11 figures. Work in progress 

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CommonGen: A Constrained Text Generation Dataset Towards Generative Commonsense Reasoning


Nov 09, 2019
Bill Yuchen Lin, Ming Shen, Yu Xing, Pei Zhou, Xiang Ren

* Work in process; 10 pages, Table 4 is on the last page ; The data and code can be found at http://inklab.usc.edu/CommonGen/ 

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Retrofitting Contextualized Word Embeddings with Paraphrases


Sep 12, 2019
Weijia Shi, Muhao Chen, Pei Zhou, Kai-Wei Chang

* EMNLP-IJCNLP2019 

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Examining Gender Bias in Languages with Grammatical Gender


Sep 09, 2019
Pei Zhou, Weijia Shi, Jieyu Zhao, Kuan-Hao Huang, Muhao Chen, Ryan Cotterell, Kai-Wei Chang

* 9 pages, 4 figures. Accepted at EMNLP-IJCNLP 2019 as a long paper 

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Quantification and Analysis of Scientific Language Variation Across Research Fields


Dec 04, 2018
Pei Zhou, Muhao Chen, Kai-Wei Chang, Carlo Zaniolo

* Accepted in ICDM Workshop on Cross-disciplinary Data Exchange and Collaboration (CDEC). 2018. 5 pages, 2 figures 

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