Paul Buitelaar

I am Senior Lecturer and vice-director of the Data Science Institute (DSI) at NUI Galway where I lead a team in Natural Language Processing. I am also co-PI of the Insight Centre for Data Analytics where I lead the Smart Enterprise demonstrator program and co-lead the Multi-modal Data Analysis research program, which brings together interdisciplinary research from across the Insight Centre in close collaboration with industry partners. My main research interests are in the development and use of Natural Language Processing methods for knowledge extraction and semantic-based information access. I have been involved in a large number of national and international funded projects in this area.

contact_mail paul.buitelaar@insight-centre.org
contact_mail paul.buitelaar@nuigalway.ie

Publications:

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2019
Back-translation Approach for Code-switching Machine Translation: A Case Study

Masoud, Torregrosa, Buitelaar, Arcan

27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science

2019
Utilizing Knowledge Graphs for Neural Machine Translation Augmentation

Moussallem, Ngonga Ngomo, AC, Buitelaar, Arcan

International Conference on Knowledge Capture (K-CAP)

2019
Unsupervised Classification for Health Content on Twitter

Joana Barros, Paul Buitelaar, Jim Duggan, Dietrich Rebholz-Schumann

Digital Public Health

2019
A decade of Semantic Web research through the lenses of a mixed methods approach

Kirrane, Sabou, Fernandez, RD, Osborne, Robin, Buitelaar, P, Motta, Polleres

Semantic Web Journal

2019
Crowd-sourcing A High-Quality Dataset for Metaphor Identification in Tweets

Omnia Zayed, John P, McCrae, Paul Buitelaar

2nd Conference on Language, Data and Knowledge (LDK 2019)

2019
Challenges for the Representations for Morphology in Ontology Lexicons

Bettina Klimek, John P, McCrae, Maxim Ionov, James K, Tauber, Christian Chiarcos, Julia Bosque-Gil, Paul Buitelaar

Proceedings of Sixth Biennial Conference on Electronic Lexicography, eLex 2019

2019
Taxonomy Extraction for Customer Service Knowledge Base Construction

Bianca Pereira, Cécile Robin, Tobias Daudert, John P, McCrae, Paul Buitelaar, Pranab Mohanty

Proceedings of the SEMANTicS 2019

2018
Linking News Sentiment to Microblogs: A Distributional Semantics Approach to Enhance Microblog Sentiment Classification

Tobias Daudert, Paul Buitelaar

9th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (WASSA) at EMNLP 2018

2018
Leveraging News Sentiment to Improve Microblog Sentiment Classification in the Financial Domain

Tobias Daudert, Paul Buitelaar, Sapna Negi

First Workshop on Economics and Natural Language Processing (ECONLP) at ACL 2018

2018
MixedEmotions: An Open-Source Toolbox for Multi-Modal Emotion Analysis

Buitelaar, Wood, Negi, Arcan, McCrae, Abele, Robin, Andryushechkin, Ziad, Sagha, Schmitt, Schuller, Sanchez, Iglesias, Navarro, Giefer, Heise, Masucci, Danza, Caterino, Smrz, Hradis, Povolny, Klimes, Matejka, Tummarello

None

2018
A supervised approach to taxonomy extraction using word embeddings

Rajdeep Sarkar, John P, McCrae, Paul Buitelaar

Proceedings of the 11th Language Resource and Evaluation Conference (LREC)

2018
A Comparison Of Emotion Annotation Schemes And A New Annotated Data Set

Ian Wood, John P, McCrae, Vladimir Andryushechkin, Paul Buitelaar

Proceedings of the 11th Language Resource and Evaluation Conference (LREC)

2018
Teanga: A Linked Data based platform for Natural Language Processing

Housam Ziad, John P, McCrae, Paul Buitelaar

Proceedings of the 11th Language Resource and Evaluation Conference (LREC)

2018
Automatic Enrichment of Terminological Resources: the IATE RDF Example

Mihael Arcan, Elena Montiel-Ponsoda, John P, McCrae, Paul Buitelaar

Proceedings of the 11th Language Resource and Evaluation Conference (LREC)

2018
Phrase-Level Metaphor Identification using Distributed Representations of Word Meaning

Omnia Zayed, John P, McCrae, Paul Buitelaar

Proceedings of the Workshop on Figurative Language Processing

2018
Few Shot Transfer Learning Between Word Relatedness and Similarity Tasks Using a Gated Recurrent Siamese Network

O'Neill, Buitelaar

32nd AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE

2018
Linking Datasets Using Semantic Textual Similarity

John P, McCrae, Paul Buitelaar

None

2017
Automatic Taxonomy Generation: A Use-Case in the Legal Domain

Cécile Robin, James O'Neill, Paul Buitelaar

8th Language & Technology Conference 2017

2017
Multimodal Multimodel Emotion Analysis as Linked Data

Fernando Sánchez-Rada, Carlos A, Iglesias, Hesam Sagha, Bj\textbackslash"orn Schuller, Ian D, Wood, Paul Buitelaar

3rd International Workshop on Emotion and Sentiment in Social and Expressive Media: User Engagement and Interaction

2017
Classifying Sentential Modality in Legal Language: A Use Case in Financial Regulations, Acts and Directives

James O’Neill, Paul Buitelaar, Cécile Robin, Leona O’Brien

Internation Conference on Artificial Intelligence and Law

2017
Semantic representation and enrichment of information retrieval experimental data

Silvello, Bordea, Ferro, Buitelaar, Bogers

International Journal On Digital Libraries

2017
Linking Knowledge Graphs across Languages with Semantic Similarity and Machine Translation

McCrae, JP, Arcan, Buitelaar

Workshop on Multi-Language Processing in a Globalising World (MLP2017)

2017
An Evaluation Dataset for Linked Data Profiling

Andrejs Abele, John P, McCrae, Paul Buitelaar

Proceedings of the First Conference on Language, Data and Knowledge (LDK2017)

2017
The OntoLex-Lemon Model: development and applications

John P, McCrae, Julia Bosque-Gil, Jorge Gracia, Paul Buitelaar, Philipp Cimiano

Proceedings of eLex 2017

2017
Leveraging bilingual terminology to improve machine translation in a CAT environment

Arcan, Turchi, Tonelli, Buitelaar

Natural Language Engineering

2016
Self-selection bias of similarity metrics in translation memory evaluation

Wolff, Pretorius, Dugast, Buitelaar

Machine Translation

2016
Using Semantic Frames for Automatic Annotation of Regulatory Texts

Asooja, Bordea, Buitelaar, Metais, Meziane, Saraee, Sugumaran V, Vadera

NATURAL LANGUAGE PROCESSING AND INFORMATION SYSTEMS, NLDB 2016

2016
Suggestion Mining From Opinionated Text

Sapna Negi, Paul Buitelaar

Sentiment Analysis in Social Networks

2016
A Study of Suggestions in Opinionated Texts and their Automatic Detection

Sapna Negi, Kartik Asooja, Shubham Mehrotra, Paul Buitelaar

Conference on Lexical and Computational Semantics

2016
Expanding wordnets to new languages with multilingual sense disambiguation

Arcan, McCrae, JP, Buitelaar

International Conference on Computational Linguistics (COLING-2016)

2016
The ESSOT System Goes Wild: an Easy Way For Translating Ontologies

Arcan, Dragoni, Buitelaar

International Semantic Web Conference (ISWC16), Poster&Demo Section

2016
IRIS: English-Irish Machine Translation System

Arcan, Lane, O Droighneain, Buitelaar

Language Resource and Evaluation Conference (LREC)

2016
Asistent -- a machine translation system for Slovene, Serbian and Croatian

Arcan, Popovic, Buitelaar

Proceedings of the 10th Conference on Language Technologies and Digital Humanities, Ljubljana, Slovenia, September

2016
ESSOT: an expert supporting system for ontology translation

Arcan, Dragoni, Buitelaar

International Conference on Applications of Natural Language to Information Systems

2016
Translating ontologies in real-world settings

Arcan, Dragoni, Buitelaar

International Semantic Web Conference

2016
Domain adaptation for ontology localization

McCrae, JP, Arcan, Asooja, Gracia, Buitelaar, Cimiano

Journal Of Web Semantics

2016
Representing Multiword Expressions on the Web with the OntoLex-Lemon model

John P, McCrae, Philipp Cimiano, Paul Buitelaar, Georgeta Bordea

PARSEME/ENeL workshop on MWE e-lexicons

2016
Linked Data and Text Mining as an Enabler for Reproducible Research

John P, McCrae, Georgeta Bordea, Paul Buitelaar

1st Workshop on Cross-Platform Text Mining and Natural Language Processing Interoperability

2016
NUIG-UNLP at SemEval-2016 Task 1: Soft Alignment and Deep Learning for Semantic Textual Similarity

John P, McCrae, Kartik Asooja, Nitish Aggarwal, Paul Buitelaar

SemEval-2016

2015
Approximate and selective reasoning on knowledge graphs: A distributional semantics approach

Freitas, da Silva, JCP, Curry, Buitelaar

Data & Knowledge Engineering

2015
Towards the extraction of customer-to-customer suggestions from reviews

Sapna Negi, Paul Buitelaar

Conference on Empirical Methods in Natural Language Processing

2015
PROCEEDINGS OF THE 53RD ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS AND THE 7TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING, VOL 1

Arcan, Turchi, Buitelaar, Zong, Strube

Knowledge Portability with Semantic Expansion of Ontology Labels

2015
SemEval-2015 Task 17: Taxonomy Extraction Evaluation (TExEval)

Georgeta Bordea, Paul Buitelaar, Stefano Faralli, Roberto Navigli

None

2015
Curse or Boon? Presence of Subjunctive Mood in Opinionated Text

Sapna Negi, Paul Buitelaar

International Conference on Computational Semantics

2015
OTTO - Ontology Translation System

Arcan, Asooja, Ziad, Buitelaar

International Semantic Web Conference (Posters \& Demos)

2015
Reconciling Heterogeneous Descriptions of Language Resources

John P, McCrae, Philipp Cimiano, Victor Rodriguez-Doncel, Daniel Vila-Suero, Jorge Gracia, Luca Matteis, Roberto Navigli, Andrejs Abele, Gabriela Vulcu, Paul Buitelaar

Proceedings of the 4th Workshop on Linked Data in Linguistics

2015
MixedEmotions: Social Semantic Emotion Analysis for Innovative Multilingual Big Data Analytics Markets

Arcan, Buitelaar

Proceedings of the 18th Annual Conference of the European Association for Machine Translation

2015
Who Are the American Vegans Related to Brad Pitt? Exploring Related Entities

Aggarwal, Asooja, Ziad, Buitelaar

PROCEEDINGS OF THE 24TH INTERNATIONAL CONFERENCE ON WORLD WIDE WEB (WWW 2015)

2015
Knowledge Portability with Semantic Expansion of Ontology Labels

Arcan, Turchi, Buitelaar

PROCEEDINGS OF THE 53RD ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS AND THE 7TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING, VOL 1

2014
Identification of bilingual terms from monolingual documents for statistical machine translation

Arcan, Giuliano, Turchi, Buitelaar

4th International Workshop on Computational Terminology (Computerm), co-located with COLING 2014

2014
Enhancing statistical machine translation with bilingual terminology in a CAT environment

Arcan, Turchi, Tonelli, Buitelaar

Proceedings of the 11th Biennial Conference of the Association for Machine Translation in the Americas (AMTA 2014)

2014
Generating Linked-Data based Domain-Specific Sentiment Lexicons from Legacy Language and Semantic Resources

Vulcu, Buitelaar, Negi, Pereira, Arcan, Coughland, Sanchez Rada, JF, Iglesias Fernandez, CA

9th Edition of Language Resources and Evaluation Conference (LREC2014)

2014
Hot Topics and Schisms in NLP: Community and Trend Analysis with Saffron on ACL and LREC Proceedings

Bordea, Buitelaar, Coughlan

LREC 2014 - NINTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION

2014
Linked-Data based Domain-Specific Sentiment Lexicons

Vulcu, Monje, RL, Munoz, Buitelaar, Iglesias, CA

LREC 2014 - NINTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION

2014
Missed opportunities in translation memory matching

Wolff, Pretorius, Buitelaar

LREC 2014 - NINTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION

2013
AELA: An Adaptive Entity Linking Approach

Bianca Pereira, Nitish Aggarwal, Paul Buitelaar

None

2013
Entity Detection and Consolidation: How to Make Your Content Smarter?

Bianca Pereira, Paul Buitelaar

None

2013
Linguistic linked data for sentiment analysis

Buitelaar, Arcan, Iglesias Fernandez, CA, Sanchez Rada, JF, Strapparava

2nd Workshop on Linked Data in Linguistics (LDL-2013): Representing and linking lexicons, terminologies and other language data

2013
Translating the FINREP taxonomy using a domain-specific corpus

Arcan, Thomas, SM, De Brandt, Buitelaar

Machine Translation Summit XIV

2013
Ontology Label Translation

Arcan, Buitelaar

Proceedings of the NAACL HLT 2013 Student Research Workshop

2013
Cross-Lingual Querying and Comparison of Linked Financial and Business Data

O'Riain, Coughlan, Buitelaar, Declerk, Krieger, Marie-Thomas

SEMANTIC WEB: ESWC 2013 SATELLITE EVENTS

2013
MONNET: Multilingual Ontologies for Networked Knowledge

Arcan, Buitelaar

Proceedings of the XIV Machine Translation Summit - European projects presentation

2013
On the role of senses in the Ontology-Lexicon

Philipp Cimiano, John McCrae, Paul Buitelaar, Elena Montiel-Ponsoda

New Trends of Research in Ontologies and Lexical Resources

2012
Engaging Practitioners within Design Science Research: A Natural Language Processing Case Study

Sean O'Riain, Edward Curry, Paul Buitelaar

None

2012
Using domain-specific and collaborative resources for term translation

Arcan, Buitelaar, Federmann

Proceedings of the Sixth Workshop on Syntax, Semantics and Structure in Statistical Translation

2012
Experiments with Term Translation

Arcan, Federmann, Buitelaar

Proceedings of the International Conference on Computational Linguistics (COLING)

2012
Expertise Mining for Enterprise Content Management

Bordea, Kirrane, Buitelaar, Pereira

LREC 2012 - EIGHTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION

2012
Semi-Supervised Technical Term Tagging With Minimal User Feedback

QasemiZadeh, Buitelaar, Chen, TQ, Bordea

LREC 2012 - EIGHTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION

2012
Interchanging lexical resources on the Semantic Web

John McCrae, Guadalupe Aguado-de-Cea, Paul Buitelaar, Philipp Cimiano, Thierry Declerck, Asunción Gómez-Pérez, Jorge Gracia, Laura Hollink, Elena Montiel-Ponsoda, Dennis Spohr, Tobias Wunner

None

2011
Language Service Ontology

Hayashi, Declerck, Calzolari, Monachini, Soria, Buitelaar, Ishida

The Language Grid: Service-Oriented Collective Intelligence for Language Resource Interoperability

2011
Ontology modularization to improve semantic medical image annotation

Wennerberg, Schulz, Buitelaar

Journal Of Biomedical Informatics

2011
Ontology Lexicalization: The lemon perspective

Paul Buitelaar, Philipp Cimiano, John McCrae, Elena Montiel-Ponsoda, Thierry Declerck

Proc. of 9th International Conference on Terminology and Articial Intelligence

2011
A similarity measure based on semantic, terminological and linguistic information

Aggarwal, Wunner, Arcan, Buitelaar, O'Riain

Proceedings of the 6th International Conference on Ontology Matching

2011
LexInfo: A declarative model for the lexicon-ontology interface

Philipp Cimiano, Paul Buitelaar, John McCrae, Michael Sintek

None

2011
Challenges for the Multilingual Web of Data

Jorge Gracia, Elena Montiel-Ponsoda, Philipp Cimiano, Asunción Gómez-Pérez, Paul Buitelaar, John McCrae

None

2010
Exploring Your Research: Sprinkling some Saffron on Semantic Web Dog Food

Monaghan, Bordea, Samp, Buitelaar

Semantic Web Challenge at the International Semantic Web Conference

2010
Semantic, Terminological and Linguistic Interpretation of XBRL. Reuse and Adaptation of Ontologies and Terminologies

Wunner, Buitelaar, O'Riain

None

2010
Developing a Dataset for Technology Structure Mining

Qasemizadeh, Behrang, Buitelaar, Paul, Monaghan, Fergal

Proceedings of the IEEE International Conference on Semantic Computing

2010
Expertise Mining

Georgeta Bordea, Paul Buitelaar

Proceedings of the 21st National Conference on Artificial Intelligence and Cognitive Science

2010
DERIUNLP: A Context Based Approach to Automatic Keyphrase Extraction. Proceedings of the SemEval workshop

Georgeta Bordea, Paul Buitelaar

None

2010
DERIUNLP: A Context Based Approach to Automatic Keyphrase Extraction

Georgeta Bordea, Paul Buitelaar

None

2010
Ontology-based Semantic Lexicons: Mapping between Terms and Object Descriptions

Paul Buitelaar

Ontology and the Lexicon: A Natural Language Processing Perspective

2010
Ontology-based multilingual access to financial reports for sharing business knowledge across Europe

Thierry Declerck, Hans-Ulrich Krieger, Susan-Marie Thomas, Paul Buitelaar, Sean O'Riain, Tobias Wunner, Gilles Maguet, John McCrae, Dennis Spohr, Elena Montiel-Ponsoda

Internal Financial Control Assessment Applying Multilingual Ontology Framework

2010
Ontology Construction

Cimiano, Volker, Buitelaar

Handbook of Natural Language Processing

2009
Pillars of Ontology Treatment in the Medical Domain

Daniel Sonntag, Pinar Wennerberg, Paul Buitelaar, Sonja Zillner

Cases on Semantic Interoperability for Information Systems Integration: Practices and Applications

2009
Expertise Mining from Scientific Literature

Buitelaar, Eigner

K-CAP'09: PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON KNOWLEDGE CAPTURE

2009
Mining Expertise Topics from Scientific Literature. Proceedings of the Semantic Authoring; Annotation and Knowledge Markup Workshop

Paul Buitelaar, Thomas Eigner

None

2009
Mining Expertise Topics from Scientific Literature. Semantic Authoring; Annotation and Knowledge Markup Workshop

Paul Buitelaar, Thomas Eigner

None

2009
Expertise Mining from Scientific Literature. 5th International Conference on Knowledge Capture

Paul Buitelaar, Thomas Eigner

None

2009
Towards Linguistically Grounded Ontologies

Paul Buitelaar, Philipp Cimiano, Peter Haase, Michael Sintek

Proceedings of the 6th European Semantic Web Conference

2009
Ontology Based Clinical Query Extraction

Pinar Wennerberg, Manuel Moeller, Paul Buitelaar, Sonja Zillner

Proceedings of the AMIA 2009 Summit on Translational Bioinformatics

2009
Lexical Enrichment of Biomedical Ontologies

Nils Reiter, Paul Buitelaar

Information Retrieval in Biomedicine: Natural Language Processing for Knowledge Integration

2009
Interactive Clinical Query Derivation and Evaluation

Pinar Wennerberg, Sonja Zillner, Paul Buitelaar

Proceedings of the AAAI 2009 Spring Symposium on Technosocial Predictive Analytics

2009
Identifying the Epistemic Value of Discourse Segments in Biology Texts

Anita de Waard, Paul Buitelaar, Thomas Eigner

Proceedings of the International Workshop on Computational Semantics

2016
LINKED DATA MODELS FOR SENTIMENT AND EMOTION ANALYSIS IN SOCIAL NETWORKS

Iglesias, CA, Sanchez-Rada, JF, Vulcu, Buitelaar

Sentiment Analysis in Social Networks

2013
Domain-independent term extraction through domain modelling

Georgeta Bordea, Paul Buitelaar, Tamara Polajnar

10th International Conference on Terminology and Artificial Intelligence (TIA 2013), Paris, France

2013
Benchmarking Domain-Specific Expert Search Using Workshop Program Committees

Georgeta Bordea, Toine Bogers, Paul Buitelaar

Proceedings of the workshop on Computational Scientometrics: Theory and Applications, at the 22nd ACM International Conference on Information and Knowledge Management (CIKM 2013)

2012
Expertise Profiling in Evolving Knowledge-curation Platforms

Hasti Ziaimatin, Tudor Groza, Georgeta Bordea, Paul Buitelaar, Jane Hunter

GSTF Journal on Computing

2010
A Note on Ontology Localization

Philipp Cimiano, Elena Montiel-Ponsoda, Paul Buitelaar, Mauricio Espinoza, Asunción Gómez-Pérez

Journal Of Applied Ontology