Jeff Heflin

Jeff Heflin

Lehigh University

H-index: 30

North America-United States

About Jeff Heflin

Jeff Heflin, With an exceptional h-index of 30 and a recent h-index of 15 (since 2020), a distinguished researcher at Lehigh University, specializes in the field of Artificial Intelligence, Information Integration, Knowledge Graphs, Semantic Web, Ontologies.

His recent articles reflect a diverse array of research interests and contributions to the field:

Truth in a sea of data: adoption and use of data search tools among researchers and journalists

An Evaluation of Strategies to Train More Efficient Backward-Chaining Reasoners

Learning decomposition methods with numeric landmarks and numeric preconditions

Learning a More Efficient Backward-Chaining Reasoner

StruBERT: structure-aware BERT for table search and matching

Dame: Domain adaptation for matching entities

Learning Decomposition Methods with Numeric Subtasks

HTN Learning via Transfer Learning of Domain Landmarks

Jeff Heflin Information

University

Position

Computer Science and Engineering

Citations(all)

7050

Citations(since 2020)

1125

Cited By

6397

hIndex(all)

30

hIndex(since 2020)

15

i10Index(all)

55

i10Index(since 2020)

19

Email

University Profile Page

Lehigh University

Google Scholar

View Google Scholar Profile

Jeff Heflin Skills & Research Interests

Artificial Intelligence

Information Integration

Knowledge Graphs

Semantic Web

Ontologies

Top articles of Jeff Heflin

Title

Journal

Author(s)

Publication Date

Truth in a sea of data: adoption and use of data search tools among researchers and journalists

Information, Communication & Society

Haiyan Jia

Larrisa I Miller

Jessica Hicks

Ethan Moscot

Alissa Landberg

...

2023/12/10

An Evaluation of Strategies to Train More Efficient Backward-Chaining Reasoners

Yue-Bo Jia

Gavin Johnson

Alex Arnold

Jeff Heflin

2023/12/5

Learning decomposition methods with numeric landmarks and numeric preconditions

Proceedings of the 5th ICAPS Workshop on Hierarchical Planning (HPlan 2022)

Morgan Fine-Morris

Michael W Floyd

Bryan Auslander

Greg Pennisi

Kalyan Gupta

...

2022

Learning a More Efficient Backward-Chaining Reasoner

The Tenth Annual Conference on Advances in Cognitive Systems (ACS-2022)

Alex Arnold

Jeff Heflin

2022/11

StruBERT: structure-aware BERT for table search and matching

Mohamed Trabelsi

Zhiyu Chen

Shuo Zhang

Brian D Davison

Jeff Heflin

2022/4/25

Dame: Domain adaptation for matching entities

Mohamed Trabelsi

Jeff Heflin

Jin Cao

2022/2

Learning Decomposition Methods with Numeric Subtasks

Morgan Fine-Morris

EDU Michael W Floyd

Bryan Auslander

Greg Pennisi

Kalyan Moy Gupta

...

2022

HTN Learning via Transfer Learning of Domain Landmarks

The International FLAIRS Conference Proceedings

Greg Pennisi

Morgan Fine-Morris

Michael W Floyd

Bryan Auslander

Héctor Munoz-Avila

...

2021/4/18

Neural ranking models for document retrieval

Information Retrieval

Mohamed Trabelsi

Zhiyu Chen

Brian D Davison

Jeff Heflin

2021/12

MGNETS: multi-graph neural networks for table search

Zhiyu Chen

Mohamed Trabelsi

Jeff Heflin

Dawei Yin

Brian D Davison

2021/10/26

Exploring datasets via cell-centric indexing

Proceedings of DESIRES 2021: Design of Experimental Search and Information REtrieval Systems, CEUR Workshop Proceedings

Jeff Heflin

Brian D Davison

Haiyan Jia

2021/9

SeLaB: Semantic labeling with BERT

Mohamed Trabelsi

Jin Cao

Jeff Heflin

2021

Towards knowledge acquisition of metadata on AI progress

Zhiyu Chen

Mohamed Trabelsi

Brian D Davison

Jeff Heflin

2020

Semantic labeling using a deep contextualized language model

arXiv preprint arXiv:2010.16037

Mohamed Trabelsi

Jin Cao

Jeff Heflin

2020/10/30

An exploratory interface for dataset repositories using cell-centric indexing

Drake Johnson

Keith Register

Brian D Davison

Jeff Heflin

2020/12/10

Table search using a deep contextualized language model

Zhiyu Chen

Mohamed Trabelsi

Jeff Heflin

Yinan Xu

Brian D Davison

2020/7

A hybrid deep model for learning to rank data tables

Mohamed Trabelsi

Zhiyu Chen

Brian D Davison

Jeff Heflin

2020/12/10

Leveraging schema labels to enhance dataset search

Zhiyu Chen

Haiyan Jia

Jeff Heflin

Brian D Davison

2020/4

Relational graph embeddings for table retrieval

Mohamed Trabelsi

Zhiyu Chen

Brian D Davison

Jeff Heflin

2020/12/10

An architecture for cell-centric indexing of datasets

Lixuan Qiu

Haiyan Jia

Brian D Davison

Jeff Heflin

2020/11

See List of Professors in Jeff Heflin University(Lehigh University)