Jeff Heflin

Orcid: 0000-0002-7290-1495

Affiliations:
  • Lehigh University, Bethlehem, PA, USA


According to our database1, Jeff Heflin authored at least 83 papers between 1999 and 2024.

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Bibliography

2024
Should All Semantic Web Reasoners Include a Neural Network?
Proceedings of the ISWC 2024 Posters, 2024

Query Optimization of Backward-Chaining Reasoning with Learned Heuristics.
Proceedings of the Companion Proceedings of the 8th International Joint Conference on Rules and Reasoning co-located with 20th Reasoning Web Summer School (RW 2024) and 16th DecisionCAMP 2024 as part of Declarative AI 2024, 2024

Data Discovery and Indexing for Semi-Structured Scientific Data.
Proceedings of the 26th International Conference on Enterprise Information Systems, 2024

2023
An Evaluation of Strategies to Train More Efficient Backward-Chaining Reasoners.
Proceedings of the 12th Knowledge Capture Conference 2023, 2023

2022
StruBERT: Structure-aware BERT for Table Search and Matching.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

DAME: Domain Adaptation for Matching Entities.
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

2021
Neural ranking models for document retrieval.
Inf. Retr. J., 2021

SeLaB: Semantic Labeling with BERT.
Proceedings of the International Joint Conference on Neural Networks, 2021

HTN Learning via Transfer Learning of Domain Landmarks.
Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021

Exploring Datasets via Cell-Centric Indexing.
Proceedings of the Second International Conference on Design of Experimental Search & Information REtrieval Systems, 2021

MGNETS: Multi-Graph Neural Networks for Table Search.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Semantic Labeling Using a Deep Contextualized Language Model.
CoRR, 2020

Table Search Using a Deep Contextualized Language Model.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

An Architecture for Cell-Centric Indexing of Datasets.
Proceedings of the Joint Proceedings of Workshops AI4LEGAL2020, 2020

Towards Knowledge Acquisition of Metadata on AI Progress.
Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

Leveraging Schema Labels to Enhance Dataset Search.
Proceedings of the Advances in Information Retrieval, 2020

Relational Graph Embeddings for Table Retrieval.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

A Hybrid Deep Model for Learning to Rank Data Tables.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

An Exploratory Interface for Dataset Repositories Using Cell-Centric Indexing.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Improved Table Retrieval Using Multiple Context Embeddings for Attributes.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Generating Schema Labels through Dataset Content Analysis.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Recognizing Quantity Names for Tabular Data.
Proceedings of the Joint Proceedings of the First International Workshop on Professional Search (ProfS2018); the Second Workshop on Knowledge Graphs and Semantics for Text Retrieval, 2018

2017
Linking Heterogeneous Data in the Semantic Web Using Scalable and Domain-Independent Candidate Selection.
IEEE Trans. Knowl. Data Eng., 2017

2016
Ontology Instance Linking: Towards Interlinked Knowledge Graphs.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Multimodal Entity Coreference for Cervical Dysplasia Diagnosis.
IEEE Trans. Medical Imaging, 2015

2014
Exploring Linked Data with contextual tag clouds.
J. Web Semant., 2014

TRIDSO: Traffic- based Reasoning Intrusion Detection System using Ontolog.
J. Res. Pract. Inf. Technol., 2014

Partitioning OWL Knowledge Bases for Parallel Reasoning.
Proceedings of the 2014 IEEE International Conference on Semantic Computing, 2014

2013
On a steady path to semantic technology evaluation.
J. Web Semant., 2013

Domain-Independent Entity Coreference for Linking Ontology Instances.
ACM J. Data Inf. Qual., 2013

Using Instance Texts to Improve Keyword-Based Class Retrieval.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013

Infrastructure for Efficient Exploration of Large Scale Linked Data via Contextual Tag Clouds.
Proceedings of the Semantic Web - ISWC 2013, 2013

Exploring Linked Open Data with Tag Clouds.
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

2012
Web-scale semantic information processing.
J. Web Semant., 2012

Accuracy vs. Speed: Scalable Entity Coreference on the Semantic Web with On-the-Fly Pruning.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Evaluating Reasoners Under Realistic Semantic Web Conditions.
Proceedings of the 1st International Workshop on OWL Reasoner Evaluation (ORE-2012), 2012

An ontology-based system to identify complex network attacks.
Proceedings of IEEE International Conference on Communications, 2012

A Pruning Based Approach for Scalable Entity Coreference.
Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012

2011
Using Tag Clouds to Quickly Discover Patterns in Linked Data Sets.
Proceedings of the Second International Workshop on Consuming Linked Data (COLD2011), 2011

Extending Functional Dependency to Detect Abnormal Data in RDF Graphs.
Proceedings of the Semantic Web - ISWC 2011, 2011

Automatically Generating Data Linkages Using a Domain-Independent Candidate Selection Approach.
Proceedings of the Semantic Web - ISWC 2011, 2011

Detecting Abnormal Semantic Web Data Using Semantic Dependency.
Proceedings of the 5th IEEE International Conference on Semantic Computing (ICSC 2011), 2011

Learning to detect abnormal semantic web data.
Proceedings of the 6th International Conference on Knowledge Capture (K-CAP 2011), 2011

Finding VIPs - A visual image persons search using a content property reasoner and web ontology.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

How carefully designed open resource sharing can help and expand document analysis research.
Proceedings of the Document Recognition and Retrieval XVIII, 2011

Detecting abnormal data for ontology based information integration.
Proceedings of the 2011 International Conference on Collaboration Technologies and Systems, 2011

2010
A Scalable Indexing Mechanism for Ontology-Based Information Integration.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Using Reformulation Trees to Optimize Queries over Distributed Heterogeneous Sources.
Proceedings of the Semantic Web - ISWC 2010 - 9th International Semantic Web Conference, 2010

A Multi-ontology synthetic benchmark for the semantic web.
Proceedings of the International Workshop on Evaluation of Semantic Technologies (IWEST 2010), 2010

Calculating Word Sense Probability Distributions for Semantic Web Applications.
Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010

Domain-independent entity coreference in RDF graphs.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Query optimization for ontology-based information integration.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
A Case Study in Integrating Multiple E-commerce Standards via Semantic Web Technology.
Proceedings of the Semantic Web - ISWC 2009, 8th International Semantic Web Conference, 2009

ISENS: A System for Information Integration, Exploration, and Querying of Multi-Ontology Data Sources.
Proceedings of the 3rd IEEE International Conference on Semantic Computing (ICSC 2009), 2009

2008
ISENS: A Multi-ontology Query System for the Semantic Deep Web.
Proceedings of the 10th IEEE International Conference on E-Commerce Technology (CEC 2008) / 5th IEEE International Conference on Enterprise Computing, 2008

Goal Node Search for Semantic Web Source Selection.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

DLDB2: A Scalable Multi-perspective Semantic Web Repository.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Efficient Selection and Integration of Data Sources for Answering Semantic Web Queries.
Proceedings of the 2th IEEE International Conference on Semantic Computing (ICSC 2008), 2008

2007
A Requirements Driven Framework for Benchmarking Semantic Web Knowledge Base Systems.
IEEE Trans. Knowl. Data Eng., 2007

Document-Centric Query Answering for the Semantic Web.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Efficient Selection and Integration of Data Sources for Answering SemanticWeb Queries.
Proceedings of the First International Workshop Workshop "New forms of reasoning for the Semantic Web: scalable, 2007

Hawkeye: A Practical Large Scale Demonstration of Semantic Web Integration.
Proceedings of the On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops, 2007

Benchmarking Reasoners for Multi-Ontology Applications.
Proceedings of the 5th International Workshop on Evaluation of Ontologies and Ontology-based Tools, 2007

2006
Information Integration Via an End-to-End Distributed Semantic Web System.
Proceedings of the Semantic Web - ISWC 2006, 5th International Semantic Web Conference, 2006

An Investigation into the Feasibility of the Semantic Web.
Proceedings of the Proceedings, 2006

Large Scale Knowledge Base Systems: An Empirical Evaluation Perspective.
Proceedings of the Proceedings, 2006

2005
LUBM: A benchmark for OWL knowledge base systems.
J. Web Semant., 2005

Rapid Benchmarking for Semantic Web Knowledge Base Systems.
Proceedings of the Semantic Web - ISWC 2005, 4th International Semantic Web Conference, 2005

On Logical Consequence for Collections of OWL Documents.
Proceedings of the Semantic Web - ISWC 2005, 4th International Semantic Web Conference, 2005

Adding Support for Dynamic Ontologies to Existing Knowledge Bases.
Proceedings of the ICEIS 2005, 2005

2004
Choosing the best knowledge base system for large semantic web applications.
Proceedings of the 13th international conference on World Wide Web, 2004

A Model Theoretic Semantics for Ontology Versioning.
Proceedings of the Semantic Web, 2004

An Evaluation of Knowledge Base Systems for Large OWL Datasets.
Proceedings of the Semantic Web, 2004

An Initial Investigation into Querying an Untrustworthy and Inconsistent Web.
Proceedings of the ISWC*04 Workshop on Trust, 2004

2003
Guest Editors' Introduction: The Zen of the Web.
IEEE Internet Comput., 2003

IEEE Internet Computing: Guest Editors' Introduction - The Zen of the Web.
IEEE Distributed Syst. Online, 2003

Benchmarking DAML+OIL Repositories.
Proceedings of the Semantic Web, 2003

DLDB: Extending Relational Databases to Support Semantic Web Queries.
Proceedings of the PSSS1, 2003

SHOE: A Blueprint for the Semantic Web.
Proceedings of the Spinning the Semantic Web: Bringing the World Wide Web to Its Full Potential [outcome of a Dagstuhl seminar], 2003

2001
A Portrait of the Semantic Web in Action.
IEEE Intell. Syst., 2001

2000
Dynamic Ontologies on the Web.
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

Knowledge Representation on the Internet: Achieving Interoperability in a Dynamic, Distributed Environment.
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

1999
Applying Ontology to the Web: A Case Study.
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999


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