University of Washington TAC-KBP 2016 System Description. - James Ferguson; Colin Lockard; Natalie Hawkins; Stephen Soderland; Hannaneh Hajishirzi; Daniel S. Weld (TAC, 2016)

Semi-Supervised Event Extraction with Paraphrase Clusters. - James Ferguson; Colin Lockard; Daniel S. Weld; Hannaneh Hajishirzi (NAACL-HLT (2), 2018)

CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web. - Colin Lockard; Xin Luna Dong; Prashant Shiralkar; Arash Einolghozati (Proc. VLDB Endow., 2018)

OpenCeres: When Open Information Extraction Meets the Semi-Structured Web. - Colin Lockard; Prashant Shiralkar; Xin Luna Dong (NAACL-HLT (1), 2019)

OpenKI: Integrating Open Information Extraction and Knowledge Bases with Relation Inference. - Dongxu Zhang; Subhabrata Mukherjee; Colin Lockard; Xin Luna Dong; Andrew McCallum (NAACL-HLT (1), 2019)

ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages. - Colin Lockard; Prashant Shiralkar; Xin Luna Dong; Hannaneh Hajishirzi (ACL, 2020)

Multi-modal Information Extraction from Text, Semi-structured, and Tabular Data on the Web. - Xin Luna Dong; Hannaneh Hajishirzi; Colin Lockard; Prashant Shiralkar (KDD, 2020)

Web-scale Knowledge Collection. - Colin Lockard; Prashant Shiralkar; Xin Luna Dong; Hannaneh Hajishirzi (WSDM, 2020)

TCN: Table Convolutional Network for Web Table Interpretation. - Daheng Wang; Prashant Shiralkar; Colin Lockard; Binxuan Huang; Xin Luna Dong; Meng Jiang 001 (WWW, 2021)

Information Extraction from Semi-Structured Websites. - Colin Lockard (2021)

DOM-LM: Learning Generalizable Representations for HTML Documents. - Xiang Deng 001; Prashant Shiralkar; Colin Lockard; Binxuan Huang; Huan Sun 001 (CoRR, 2022)

PLAtE: A Large-scale Dataset for List Page Web Extraction. - Aidan San; Jan Bakus; Colin Lockard; David M. Ciemiewicz; Yangfeng Ji; Sandeep Atluri; Kevin Small; Heba Elfardy (CoRR, 2022)

Label-Efficient Self-Training for Attribute Extraction from Semi-Structured Web Documents. - Ritesh Sarkhel; Binxuan Huang; Colin Lockard; Prashant Shiralkar (CoRR, 2022)

Extracting Shopping Interest-Related Product Types from the Web. - Yinghao Li; Colin Lockard; Prashant Shiralkar; Chao Zhang 014 (ACL (Findings), 2023)

PLAtE: A Large-scale Dataset for List Page Web Extraction. - Aidan San; Yuan Zhuang; Jan Bakus; Colin Lockard; David M. Ciemiewicz; Sandeep Atluri; Kevin Small; Yangfeng Ji; Heba Elfardy (ACL (industry), 2023)

Self-Training for Label-Efficient Information Extraction from Semi-Structured Web-Pages. - Ritesh Sarkhel; Binxuan Huang; Colin Lockard; Prashant Shiralkar (Proc. VLDB Endow., 2023)

DocTalk: Scalable Graph-based Dialogue Synthesis for Enhancing LLM Conversational Capabilities. - Jingfeng Yang 001; Hamed Bonab; Nasser Zalmout; Ming Zeng 001; Sanket Lokegaonkar; Colin Lockard; Binxuan Huang; Ritesh Sarkhel; Haodong Wang (CoRR, 2025)