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Minimally Supervised Categorization of Text with Metadata

Jun 02, 2020
Yu Zhang, Yu Meng, Jiaxin Huang, Frank F. Xu, Xuan Wang, Jiawei Han

* 10 pages; Accepted to SIGIR 2020 

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A Benchmark for Structured Procedural Knowledge Extraction from Cooking Videos

May 02, 2020
Frank F. Xu, Lei Ji, Botian Shi, Junyi Du, Graham Neubig, Yonatan Bisk, Nan Duan


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Incorporating External Knowledge through Pre-training for Natural Language to Code Generation

Apr 20, 2020
Frank F. Xu, Zhengbao Jiang, Pengcheng Yin, Bogdan Vasilescu, Graham Neubig

* Accepted by ACL 2020 

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How Can We Know What Language Models Know?

Nov 28, 2019
Zhengbao Jiang, Frank F. Xu, Jun Araki, Graham Neubig


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HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories

Oct 16, 2019
Yu Zhang, Frank F. Xu, Sha Li, Yu Meng, Xuan Wang, Qi Li, Jiawei Han

* 10 pages; Accepted to ICDM 2019 

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StateLens: A Reverse Engineering Solution for Making Existing Dynamic Touchscreens Accessible

Aug 20, 2019
Anhong Guo, Junhan Kong, Michael Rivera, Frank F. Xu, Jeffrey P. Bigham

* ACM UIST 2019 

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Incorporating Diversity into Influential Node Mining

Oct 29, 2018
Yu Zhang, Frank F. Xu, Tianshu Lyu, Xiang Ren, Jiawei Han


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Automatic Extraction of Commonsense LocatedNear Knowledge

May 13, 2018
Frank F. Xu, Bill Yuchen Lin, Kenny Q. Zhu

* Accepted by ACL 2018. A preliminary version is presented on AKBC@NIPS'17 

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Empower Sequence Labeling with Task-Aware Neural Language Model

Nov 23, 2017
Liyuan Liu, Jingbo Shang, Frank F. Xu, Xiang Ren, Huan Gui, Jian Peng, Jiawei Han

* AAAI 2018 

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Indirect Supervision for Relation Extraction using Question-Answer Pairs

Nov 23, 2017
Zeqiu Wu, Xiang Ren, Frank F. Xu, Ji Li, Jiawei Han

* 9 pages + 1 page reference. Accepted to WSDM 2018 

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