Core Saffron Publications

Knowledge Graph Development: Term Extraction

Domain-independent term extraction through domain modelling.
Georgeta Bordea, Paul Buitelaar and Tamara Polajnar (2013)
10th International Conference on Terminology and Artificial Intelligence (TIA 2013), Paris, France

Under-Resourced Languages : Term Extraction

Adapting Term Recognition to an Under-Resourced Language: the Case
of Irish

John McCrae, Adrian Doyle (2019)
Proceedings of the Celtic Language Technology Workshop, Dublin, Ireland

Knowledge Graph Development: Taxonomy Generation

Taxonomy Extraction for Customer Service Knowledge Base Construction. (presentation here)
Bianca Pereira, Cécile Robin, Tobias Daudert, John McCrae, Pranab Mohanty, Paul Buitelaar (2019)
SEMANTiCS2019: Semantic Systems. The Power of AI and Knowledge Graphs, Karlsruhe, Germany

Knowledge Graph Development: Relation Extraction

Conversation Concepts: Understanding Topics and Building Taxonomies for Financial Services.
John P. McCrae, Pranab Mohanty, Siddharth Narayanan, Bianca Pereira, Paul Buitelaar, Saurav Karmakar, Rajdeep Sarkar (2019)
Information, Volume 12, Issue 4

Text Analytics

A Term Extraction Approach to Survey Analysis in Health Care.
Cécile Robin, Mona Isazad Mashinchi, Fatemeh Ahmadi Zeleti, Adegboyega Ojo and Paul Buitelaar (2020)
Proceedings of The 12th Language Resources and Evaluation Conference (LREC 2020) pp. 2062‑2070

Social Network Analysis: Community Identification

A decade of Semantic Web research through the lenses of a mixed methods approach.
Sabrina Kirrane, Marta Sabou, Javier D. Fernandez, Francesco Osborne, Cécile Robin, Paul Buitelaar, Enrico Motta, Alex Polleres (2019)
Semantic Web Journal

Social Network Analysis: Expert Finding

Domain adaptive extraction of topical hierarchies for Expertise Mining.
Georgeta Bordea (2013)
PhD Thesis, National University of Ireland, Galway , Ireland

Other Saffron Publications

Forecasting Emerging Trends from Scientific Literature based on Keyword Extraction and Prediction.
Kartik Asooja, Georgeta Bordea, Gabriela Vulcu and Paul Buitelaar (2016)
The 10th Language Resource and Evaluation Conference (LREC), Portoroz, Slovenia.

A supervised approach to taxonomy extraction using word embeddings.
Rajdeep Sarkar, John P. McCrae and Paul Buitelaar (2018)
Proceedings of the 11th Language Resource and Evaluation Conference (LREC), Miyazaki, Japan

Natural Language Processing

Hot Topics and Schisms in NLP: Community and Trend Analysis with Saffron on ACL and LREC Proceedings.
Paul Buitelaar, Georgeta Bordea and Barry Coughlan (2014)
9th International Conference on Language Resources and Evaluation (LREC), Reykjavik, Iceland

DERIUNLP: A Context Based Approach to Automatic Keyphrase Extraction.
Georgeta Bordea, Paul Buitelaar (2010)
4th Workshop on Semantic Evaluation (SemEval) at ACL, Uppsala, Sweden

Web Science

Knowledge Maps in Web Science.
Clare J. Hooper, Isabella Peters, Cécile Robin (2018)
The Journal of Web Science

A Disciplinary Analysis of Internet Science.
Clare J. Hooper, Bruna Neves and Georgeta Bordea (2015)
2nd International Conference on Internet Science (INSCIE 2015), Brussels, Belgium

Web Science and the Two (Hundred) Cultures: Representation of Disciplines Publishing in Web Science.
Clare Hooper, Georgeta Bordea, Paul Buitelaar (2013)
ACM Web Science conference (WebSci), Paris, France

Semantic Web

Exploring Your Research: Sprinkling some Saffron on Semantic Web Dog Food.
Fergal Monaghan, Georgeta Bordea, Krystian Samp, Paul Buitelaar (2010)
9th International Semantic Web Conference (ISWC), Semantic Web Challenge, Shanghai, China


Automatic Taxonomy Generation: A Use-Case in the Legal Domain.
Cécile Robin, James O’Neill, Paul Buitelaar (2017)
Proceedings of the 8th Language & Technology Conference 2017, Poznan, Poland

An Analysis of Topic Modelling for Legislative Texts.
James O’ Neill, Cecile Robin, Leona O’ Brien and Paul Buitelaar (2017)
2nd Workshop on Automatic Semantic Analysis of Information in Legal Text (ASAIL), London, UK

Expertise Mining

Expertise Mining for Enterprise Content Management.
Georgeta Bordea, Sabrina Kirrane, Paul Buitelaar and Bianca Pereira (2012)
8th International Conference on Language Resources and Evaluation (LREC), Istanbul, Turkey

Expertise Profiling in Evolving Knowledge-curation Platforms.
Hasti Ziaimatin, Tudor Groza, Georgeta Bordea, Paul Buitelaar and Jane Hunter (2012)
GSTF Journal on Computing, Vol 2 No 3. Global Science and Technology Forum.

Benchmarking domain-specific expert search using workshop program committees.
Georgeta Bordea, Toine Bogers and Paul Buitelaar (2013)
CIKM 2013 Workshop on Computational Scientometrics: Theory & Applications, San Francisco, CA, USA

Expertise Mining.
Georgeta Bordea, Paul Buitelaar (2010)
21st National Conference on Artificial Intelligence and Cognitive Science, Galway, Ireland

Concept Extraction Applied to the Task of Expert Finding.
Georgeta Bordea (2010)
7th Extended Semantic Web Conference (ESWC), PhD symposium, Crete, Greece

Expertise Mining from Scientific Literature.
Paul Buitelaar, Thomas Eigner (2009)
5th International Conference on Knowledge Capture (K-CAP), Redondo Beach, California, USA