Colin Lockard

27 papers A* 3A 1Journal 14Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
ByteFlow: Language Modeling through Adaptive Byte Compression without a Tokenizer.
CoRR
Chunyuan Deng, Sanket Lokegaonkar, Colin Lockard, Besnik Fetahu, Nasser Zalmout, Xian Li
2025 J jnl
DocTalk: Scalable Graph-based Dialogue Synthesis for Enhancing LLM Conversational Capabilities.
CoRR
Jing Yang Lee, Hamed Bonab, Nasser Zalmout, Ming Zeng, Sanket Lokegaonkar, Colin Lockard, Binxuan Huang, Ritesh Sarkhel, Haodong Wang
2025 — conf
Train a Unified Multimodal Data Quality Classifier with Synthetic Data.
EMNLP (Findings)
Weizhi Wang, Rongmei Lin, Shiyang Li, Colin Lockard, Ritesh Sarkhel, Sanket Lokegaonkar, Jingbo Shang, Xifeng Yan, Nasser Zalmout, Xian Li
2025 J jnl
Train a Unified Multimodal Data Quality Classifier with Synthetic Data.
CoRR
Weizhi Wang, Rongmei Lin, Shiyang Li, Colin Lockard, Ritesh Sarkhel, Sanket Lokegaonkar, Jingbo Shang, Xifeng Yan, Nasser Zalmout, Xian Li
2023 — conf
Extracting Shopping Interest-Related Product Types from the Web.
ACL (Findings)
Yinghao Li, Colin Lockard, Prashant Shiralkar, Chao Zhang
2023 J jnl
Extracting Shopping Interest-Related Product Types from the Web.
CoRR
Yinghao Li, Colin Lockard, Prashant Shiralkar, Chao Zhang
2023 — conf
PLAtE: A Large-scale Dataset for List Page Web Extraction.
ACL (industry)
Aidan San, Yuan Zhuang, Jan Bakus, Colin Lockard, David M. Ciemiewicz, Sandeep Atluri, Kevin Small, Yangfeng Ji, Heba Elfardy
2023 J jnl
Self-Training for Label-Efficient Information Extraction from Semi-Structured Web-Pages.
Proc. VLDB Endow.
Ritesh Sarkhel, Binxuan Huang, Colin Lockard, Prashant Shiralkar
2022 J jnl
DOM-LM: Learning Generalizable Representations for HTML Documents.
CoRR
Xiang Deng, Prashant Shiralkar, Colin Lockard, Binxuan Huang, Huan Sun
2022 J jnl
Label-Efficient Self-Training for Attribute Extraction from Semi-Structured Web Documents.
CoRR
Ritesh Sarkhel, Binxuan Huang, Colin Lockard, Prashant Shiralkar
2022 J jnl
PLAtE: A Large-scale Dataset for List Page Web Extraction.
CoRR
Aidan San, Jan Bakus, Colin Lockard, David M. Ciemiewicz, Yangfeng Ji, Sandeep Atluri, Kevin Small, Heba Elfardy
2021 — —
Information Extraction from Semi-Structured Websites.
Colin Lockard
2021 A* conf
TCN: Table Convolutional Network for Web Table Interpretation.
WWW
Daheng Wang, Prashant Shiralkar, Colin Lockard, Binxuan Huang, Xin Luna Dong, Meng Jiang
2021 J jnl
TCN: Table Convolutional Network for Web Table Interpretation.
CoRR
Daheng Wang, Prashant Shiralkar, Colin Lockard, Binxuan Huang, Xin Luna Dong, Meng Jiang
2020 — conf
Multi-modal Information Extraction from Text, Semi-structured, and Tabular Data on the Web.
ACL (tutorial)
Xin Luna Dong, Hannaneh Hajishirzi, Colin Lockard, Prashant Shiralkar
2020 A* conf
Multi-modal Information Extraction from Text, Semi-structured, and Tabular Data on the Web.
KDD
Xin Luna Dong, Hannaneh Hajishirzi, Colin Lockard, Prashant Shiralkar
2020 A conf
Web-scale Knowledge Collection.
WSDM
Colin Lockard, Prashant Shiralkar, Xin Luna Dong, Hannaneh Hajishirzi
2020 A* conf
ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages.
ACL
Colin Lockard, Prashant Shiralkar, Xin Luna Dong, Hannaneh Hajishirzi
2020 J jnl
ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages.
CoRR
Colin Lockard, Prashant Shiralkar, Xin Luna Dong, Hannaneh Hajishirzi
2019 — conf
OpenCeres: When Open Information Extraction Meets the Semi-Structured Web.
NAACL-HLT (1)
Colin Lockard, Prashant Shiralkar, Xin Luna Dong
2019 — conf
OpenKI: Integrating Open Information Extraction and Knowledge Bases with Relation Inference.
NAACL-HLT (1)
Dongxu Zhang, Subhabrata Mukherjee, Colin Lockard, Xin Luna Dong, Andrew McCallum
2019 J jnl
OpenKI: Integrating Open Information Extraction and Knowledge Bases with Relation Inference.
CoRR
Dongxu Zhang, Subhabrata Mukherjee, Colin Lockard, Xin Luna Dong, Andrew McCallum
2018 J jnl
CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web.
CoRR
Colin Lockard, Xin Luna Dong, Arash Einolghozati, Prashant Shiralkar
2018 J jnl
CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web.
Proc. VLDB Endow.
Colin Lockard, Xin Luna Dong, Prashant Shiralkar, Arash Einolghozati
2018 — conf
Semi-Supervised Event Extraction with Paraphrase Clusters.
NAACL-HLT (2)
James Ferguson, Colin Lockard, Daniel S. Weld, Hannaneh Hajishirzi
2018 J jnl
Semi-Supervised Event Extraction with Paraphrase Clusters.
CoRR
James Ferguson, Colin Lockard, Daniel S. Weld, Hannaneh Hajishirzi
2016 — conf
University of Washington TAC-KBP 2016 System Description.
TAC
James Ferguson, Colin Lockard, Natalie Hawkins, Stephen Soderland, Hannaneh Hajishirzi, Daniel S. Weld