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PLAtE: A Large-scale Dataset for List Page Web Extraction


May 24, 2022
Aidan San, Jan Bakus, Colin Lockard, David Ciemiewicz, Yangfeng Ji, Sandeep Atluri, Kevin Small, Heba Elfardy


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DOM-LM: Learning Generalizable Representations for HTML Documents


Jan 25, 2022
Xiang Deng, Prashant Shiralkar, Colin Lockard, Binxuan Huang, Huan Sun


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TCN: Table Convolutional Network for Web Table Interpretation


Feb 17, 2021
Daheng Wang, Prashant Shiralkar, Colin Lockard, Binxuan Huang, Xin Luna Dong, Meng Jiang


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ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages


May 14, 2020
Colin Lockard, Prashant Shiralkar, Xin Luna Dong, Hannaneh Hajishirzi

* Accepted to ACL 2020 

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OpenKI: Integrating Open Information Extraction and Knowledge Bases with Relation Inference


Apr 12, 2019
Dongxu Zhang, Subhabrata Mukherjee, Colin Lockard, Xin Luna Dong, Andrew McCallum


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Semi-Supervised Event Extraction with Paraphrase Clusters


Aug 26, 2018
James Ferguson, Colin Lockard, Daniel S. Weld, Hannaneh Hajishirzi

* NAACL 2018 

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CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web


Apr 12, 2018
Colin Lockard, Xin Luna Dong, Arash Einolghozati, Prashant Shiralkar

* Expanded version of paper under review for VLDB 

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