Pedro A. Szekely

Orcid: 0000-0002-4621-2266

Affiliations:
  • Amazon Alexa, CA, USA
  • University of Southern California, Information Sciences Institute, Los Angeles, USA (former)


According to our database1, Pedro A. Szekely authored at least 162 papers between 1983 and 2023.

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Bibliography

2023
Hybrid forecasting of geopolitical events<sup>†</sup>.
AI Mag., March, 2023

2022
A study of the quality of Wikidata.
J. Web Semant., 2022

Knowledge Graphs for Social Good: An Entity-Centric Search Engine for the Human Trafficking Domain.
IEEE Trans. Big Data, 2022

Evaluating the Feasibility of a Provably Secure Privacy-Preserving Entity Resolution Adaptation of PPJoin using Homomorphic Encryption.
CoRR, 2022

Evaluating Machine Common Sense via Cloze Testing.
CoRR, 2022


Enriching Wikidata with Linked Open Data.
Proceedings of the 3rd Wikidata Workshop 2022 co-located with the 21st International Semantic Web Conference (ISWC2022), 2022

Identifying Surprising Facts in Wikidata.
Proceedings of the 3rd Wikidata Workshop 2022 co-located with the 21st International Semantic Web Conference (ISWC2022), 2022

Hybrid Structured and Similarity Queries over Wikidata plus Embeddings with Kypher-V.
Proceedings of the 3rd Wikidata Workshop 2022 co-located with the 21st International Semantic Web Conference (ISWC2022), 2022

Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Augmenting Knowledge Graphs for Better Link Prediction.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Multilayer graphs: a unified data model for graph databases.
Proceedings of the GRADES-NDA '22: Proceedings of the 5th ACM SIGMOD Joint International Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA), 2022

PaCo: Preconditions Attributed to Commonsense Knowledge.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021
Dimensions of commonsense knowledge.
Knowl. Based Syst., 2021

Learning cell embeddings for understanding table layouts.
Knowl. Inf. Syst., 2021

TOMATE: A heuristic-based approach to extract data from HTML tables.
Inf. Sci., 2021

CoreQuisite: Circumstantial Preconditions of Common Sense Knowledge.
CoRR, 2021

Retrieving Complex Tables with Multi-Granular Graph Representation Learning.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

A Graph-Based Approach for Inferring Semantic Descriptions of Wikipedia Tables.
Proceedings of the Semantic Web - ISWC 2021 - 20th International Semantic Web Conference, 2021

User-friendly Comparison of Similarity Algorithms on Wikidata.
Proceedings of the 2nd Wikidata Workshop (Wikidata 2021) co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021

Creating and Querying Personalized Versions of Wikidata on a Laptop.
Proceedings of the 2nd Wikidata Workshop (Wikidata 2021) co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021

Representing Numbers in NLP: a Survey and a Vision.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

From Tables to Knowledge: Recent Advances in Table Understanding.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Generating Explainable Abstractions for Wikidata Entities.
Proceedings of the K-CAP '21: Knowledge Capture Conference, 2021

CSKG: The CommonSense Knowledge Graph.
Proceedings of the Semantic Web - 18th International Conference, 2021

Table-based Fact Verification With Salience-aware Learning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

AMPPERE: A Universal Abstract Machine for Privacy-Preserving Entity Resolution Evaluation.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Consolidating Commonsense Knowledge.
CoRR, 2020

Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering.
CoRR, 2020

Commonsense Knowledge in Wikidata.
Proceedings of the 1st Wikidata Workshop (Wikidata 2020) co-located with 19th International Semantic Web Conference(OPub 2020), 2020

KGTK: A Toolkit for Large Knowledge Graph Manipulation and Analysis.
Proceedings of the Semantic Web - ISWC 2020, 2020

A Template-Based Approach for Annotating Long-Tail Datasets.
Proceedings of the Joint Proceedings of Workshops AI4LEGAL2020, 2020

Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019
myDIG: Personalized Illicit Domain-Specific Knowledge Discovery with No Programming.
Future Internet, 2019

Recurrent Event Network for Reasoning over Temporal Knowledge Graphs.
CoRR, 2019


Extensible and Scalable Entity Resolution for Financial Datasets Using RLTK.
Proceedings of the 5th Workshop on Data Science for Macro-modeling with Financial and Economic Datasets, 2019

Expert-Guided Entity Extraction using Expressive Rules.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Entity Linking to Knowledge Graphs to Infer Column Types and Properties.
Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching co-located with the 18th International Semantic Web Conference, 2019

T2WML: A Cell-Based Language to Map Tables into Wikidata Records.
Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 2019

A Common Framework for Developing Table Understanding Models.
Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 2019

Real-World Causal Relationship Discovery from Text.
Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 2019

Co-LOD: Continuous Space Linked Open Data.
Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 2019

Coupled Clustering of Time-Series and Networks.
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

T2WML: Table To Wikidata Mapping Language.
Proceedings of the 10th International Conference on Knowledge Capture, 2019

WDPlus: Leveraging Wikidata to Link and Extend Tabular Data (short paper).
Proceedings of the Third International Workshop on Capturing Scientific Knowledge co-located with the 10th International Conference on Knowledge Capture (K-CAP 2019), 2019


Tabular Cell Classification Using Pre-Trained Cell Embeddings.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

2018
Investigative Knowledge Discovery for Combating Illicit Activities.
IEEE Intell. Syst., 2018

TabVec: Table Vectors for Classification of Web Tables.
CoRR, 2018

Domain-specific Insight Graphs (DIG).
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

THOR: Text-enabled Analytics for Humanitarian Operations.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018


Structured Event Entity Resolution in Humanitarian Domains.
Proceedings of the Semantic Web - ISWC 2018, 2018

Technology-assisted Investigative Search: A Case Study from an Illicit Domain.
Proceedings of the Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

Constructing Domain-Specific Search Engines With No Programming.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Scalable Generation of Type Embeddings Using the ABox.
Open J. Semantic Web, 2017

FlagIt: A System for Minimally Supervised Human Trafficking Indicator Mining.
CoRR, 2017

Information Extraction in Illicit Domains.
CoRR, 2017

Information Extraction in Illicit Web Domains.
Proceedings of the 26th International Conference on World Wide Web, 2017

Supervised typing of big graphs using semantic embeddings.
Proceedings of The International Workshop on Semantic Big Data, 2017

Using contexts and constraints for improved geotagging of human trafficking webpages.
Proceedings of the Fourth International ACM Workshop on Managing and Mining Enriched Geo-Spatial Data, 2017

Web Text-based Network Industry Classifications: Preliminary Results.
Proceedings of the 3rd International Workshop on Data Science for Macro-Modeling with Financial and Economic Datasets, 2017

A Demonstration of Tools for Building Linked Data for the American Art Collaborative.
Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

Lessons Learned in Building Linked Data for the American Art Collaborative.
Proceedings of the Semantic Web - ISWC 2017, 2017

A Semantic Search Engine For Investigating Human Trafficking.
Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

An Investigative Search Engine for the Human Trafficking Domain.
Proceedings of the Semantic Web - ISWC 2017, 2017

Neural Embeddings for Populated Geonames Locations.
Proceedings of the Semantic Web - ISWC 2017, 2017

2016
Learning the semantics of structured data sources.
J. Web Semant., 2016

Unsupervised Entity Resolution on Multi-type Graphs.
Proceedings of the Semantic Web - ISWC 2016, 2016

Leveraging Linked Data to Discover Semantic Relations Within Data Sources.
Proceedings of the Semantic Web - ISWC 2016, 2016

Semantic Labeling: A Domain-Independent Approach.
Proceedings of the Semantic Web - ISWC 2016, 2016

Comparing Vocabulary Term Recommendations Using Association Rules and Learning to Rank: A User Study.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2016

Efficient Graph-Based Document Similarity.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2016

A Scalable Approach to Incrementally Building Knowledge Graphs.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2016

2015
Exploiting Semantics for Big Data Integration.
AI Mag., 2015

Leveraging Linked Data to Infer Semantic Relations within Structured Sources.
Proceedings of the 6th International Workshop on Consuming Linked Data (COLD 2015) co-located with 14th International Semantic Web Conference (ISWC 2015), 2015

Using a Knowledge Graph to Combat Human Trafficking.
Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015


KR2RML: An Alternative Interpretation of R2RML for Heterogenous Sources.
Proceedings of the 6th International Workshop on Consuming Linked Data (COLD 2015) co-located with 14th International Semantic Web Conference (ISWC 2015), 2015

Personalized trip planning by integrating multimodal user-generated content.
Proceedings of the 9th IEEE International Conference on Semantic Computing, 2015

Data Acquisition for Real-Time Decision-Making under Freshness Constraints.
Proceedings of the 2015 IEEE Real-Time Systems Symposium, 2015

Assigning Semantic Labels to Data Sources.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2015

2014
Intelligent Algorithm for Assignment of Agents to Human Strategy in Centralized Multi-agent Coordination.
J. Softw., 2014

Publishing the Data of the Smithsonian American Art Museum to the Linked Data Cloud.
Int. J. Humanit. Arts Comput., 2014

Design of a GIS-based Assistant Software Agent for the Incident Commander to Coordinate Emergency Response Operations.
CoRR, 2014

A Demonstration of Linked Data Source Discovery and Integration.
Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

A Scalable Approach to Learn Semantic Models of Structured Sources.
Proceedings of the 2014 IEEE International Conference on Semantic Computing, 2014

Mapping Hierarchical Sources into RDF Using the RML Mapping Language.
Proceedings of the 2014 IEEE International Conference on Semantic Computing, 2014

Minimizing user effort in transforming data by example.
Proceedings of the 19th International Conference on Intelligent User Interfaces, 2014

Integration and Automation of Data Preparation and Data Mining.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

How Linked Open Data Can Help in Locating Stolen or Looted Cultural Property.
Proceedings of the Digital Heritage. Progress in Cultural Heritaage: Documentation, Preservation, and Protection, 2014

2013
A Graph-Based Approach to Learn Semantic Descriptions of Data Sources.
Proceedings of the Semantic Web - ISWC 2013, 2013

Publishing Data from the Smithsonian American Art Museum as Linked Open Data.
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

On-the-fly Integration of Static and Dynamic Sources.
Proceedings of the Fourth International Workshop on Consuming Linked Data, 2013

A semantic approach to retrieving, linking, and integrating heterogeneous geospatial data.
Proceedings of the Joint Proceedings of the Workshop on AI Problems and Approaches for Intelligent Environments and Workshop on Semantic Cities, 2013

Connecting the Smithsonian American Art Museum to the Linked Data Cloud.
Proceedings of the Semantic Web: Semantics and Big Data, 10th International Conference, 2013

Semantics for Big Data Integration and Analysis.
Proceedings of the 2013 AAAI Fall Symposia, Arlington, Virginia, USA, November 15-17, 2013, 2013

2012
Rapidly Integrating Services into the Linked Data Cloud.
Proceedings of the Semantic Web - ISWC 2012, 2012

Interactive uncertainty analysis.
Proceedings of the 17th International Conference on Intelligent User Interfaces, 2012

Semi-automatically Mapping Structured Sources into the Semantic Web.
Proceedings of the Semantic Web: Research and Applications, 2012

Karma: A System for Mapping Structured Sources into the Semantic Web.
Proceedings of the Semantic Web: ESWC 2012 Satellite Events, 2012

Learning Transformation Rules by Examples.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Building Mashups by Demonstration.
ACM Trans. Web, 2011

Reports of the AAAI 2011 Spring Symposia.
AI Mag., 2011

Interactively Mapping Data Sources into the Semantic Web.
Proceedings of the First International Workshop on Linked Science 2011, 2011

Mind Your Metadata: Exploiting Semantics for Configuration, Adaptation, and Provenance in Scientific Workflows.
Proceedings of the Semantic Web - ISWC 2011, 2011

Automated Adaptation of Strategic Guidance in Multiagent Coordination.
Proceedings of the Agents in Principle, Agents in Practice - 14th International Conference, 2011

Exploiting semantics of web services for geospatial data fusion.
Proceedings of the 2011 International Workshop on Spatial Semantics and Ontologies, 2011

Organizing Committee.
Proceedings of the Help Me Help You: Bridging the Gaps in Human-Agent Collaboration, 2011

2010
Interactive querying of temporal data using a comic strip metaphor.
Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

Multi-agent systems for the real world.
Proceedings of the 2010 International Symposium on Collaborative Technologies and Systems, 2010

Decision-support for real-time multi-agent coordination.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

2009
QueryMarvel: A visual query language for temporal patterns using comic strips.
Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing, 2009

TENTACLES: Self-configuring robotic radio networks in unknown environments.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

Multi-agent systems for the real world.
Proceedings of the 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

2008
Beyond the Elves: Making Intelligent Agents Intelligent.
AI Mag., 2008

Building Mashups by example.
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

Interfaces for team coordination.
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

VizScript: on the creation of efficient visualizations for understanding complex multi-agent systems.
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

Predictability & criticality metrics for coordination in complex environments.
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

Criticality Metrics for Distributed Plan and Schedule Management.
Proceedings of the Eighteenth International Conference on Automated Planning and Scheduling, 2008

2007
Building data integration queries by demonstration.
Proceedings of the 12th International Conference on Intelligent User Interfaces, 2007

VizScript: visualizing complex interactions in multi-agent systems.
Proceedings of the 12th International Conference on Intelligent User Interfaces, 2007

Centralized, Distributed or Something Else? Making Timely Decisions in Multi-Agent Systems.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
CSC: Criticality-Sensitive Coordination.
Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006

An Examination of Criticality-Sensitive Approaches to Coordination.
Proceedings of the Distributed Plan and Schedule Management, 2006

2005
Lessons learned from programmers' experiences with one-way constraints.
Softw. Pract. Exp., 2005

2004
MAAN: A Multi-Attribute Addressable Network for Grid Information Services.
J. Grid Comput., 2004

2003
WebScripter: Grass-Roots Ontology Alignment via End-User Report Creation.
Proceedings of the Semantic Web, 2003

2002
WebScripter: World-Wide Grass-roots OntologyTranslation via Implicit End-User Alignment.
Proceedings of the WWW2002 International Workshop on the Semantic Web, Hawaii, May 7, 2002, 2002

2001
Lessons learned about one-way, dataflow constraints in the Garnet and Amulet graphical toolkits.
ACM Trans. Program. Lang. Syst., 2001

Interfaces for understanding multi-agent behavior.
Proceedings of the 6th International Conference on Intelligent User Interfaces, 2001

Web page adaptation for universal access.
Proceedings of the Universal Access In HCI: Towards an Information Society for All, 2001

Transforming the UI for anyone. anywhere: enabling an increased variety of users, devices, and tasks through interface transformations.
Proceedings of the CHI 2001 Extended Abstracts on Human Factors in Computing Systems, 2001

1999
Editorial: IUI 99.
Knowl. Based Syst., 1999

Collapsible User Interfaces for Information Retrieval Agents.
Proceedings of the 4th International Conference on Intelligent User Interfaces, 1999

HandsOn: Dynamic Interface Presentations by Example.
Proceedings of the Human-Computer Interaction: Ergonomics and User Interfaces, 1999

Presentation Models by Example.
Proceedings of the Design, 1999

1998
Adaptive Forms: an interaction technique for entering structured data.
Knowl. Based Syst., 1998

Customized Web-Based Data Presentation.
Proceedings of WebNet 98, 1998

Adaptive Forms: An Interaction Paradigm for Entering Structured Data.
Proceedings of the 3rd International Conference on Intelligent User Interfaces, 1998

1997
Declarative Models of Presentation.
Proceedings of the 2nd International Conference on Intelligent User Interfaces, 1997

1996
Retrospective and Challenges for Model-Based Interface Development.
Proceedings of the Design, 1996

1995
Declarative interface models for user interface construction tools: the MASTERMIND approach.
Proceedings of the Engineering for Human-Computer Interaction, 1995

1994
Integrating Pointer Variables into One-Way Constraint Models.
ACM Trans. Comput. Hum. Interact., 1994

User Interface Prototyping: Tools and Techniques.
Proceedings of the Software Engineering and Human-Computer Interaction, 1994

Automatic generation of help from interface design models.
Proceedings of the Conference on Human Factors in Computing Systems, 1994

1993
Knowledgeable development environments using shared design models.
Proceedings of the 1st International Workshop on Intelligent User Interfaces, 1993

Beyond interface builders: model-based interface tools.
Proceedings of the Human-Computer Interaction, 1993

The Integrated User-Support Environment (IN-USE) Group at USC/ISI.
Proceedings of the Human-Computer Interaction, 1993

Management of interface design in humanoid.
Proceedings of the Human-Computer Interaction, 1993

1992
Facilitating the exploration of interface design alternatives: the HUMANOID model of interface design.
Proceedings of the Conference on Human Factors in Computing Systems, 1992

1991
The importance of pointer variables in constraint models.
Proceedings of the 4th Annual ACM Symposium on User Interface Software and Technology, 1991

1990
Template-based mapping of application data interactive displays.
Proceedings of the 3rd Annual ACM Symposium on User Interface Software and Technology, 1990

1989
Standardizing the interface between applications and UIM's.
Proceedings of the 2nd Annual ACM Symposium on User Interface Software and Technology, 1989

1988
Using Classification and Separation to Build Intelligent Interfaces.
ACM SIGCHI Bull., 1988

A User Interface Toolkit Based on Graphical Objects and Constraints.
Proceedings of the Conference on Object-Oriented Programming Systems, 1988

1987
Modular implementation of presentations.
Proceedings of the SIGCHI/GI Conference on Human Factors in Computing Systems and Graphics Interface, 1987

1986
Separating the user interface from the functionality of application programs.
ACM SIGCHI Bull., 1986

1985
Design alternatives for user interface management sytems based on experience with COUSIN.
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 1985

1983
Graceful Interaction Through the COUSIN Command Interface.
Int. J. Man Mach. Stud., 1983


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