Francesca Bonin

Orcid: 0000-0002-1056-0509

Affiliations:
  • IBM Research Ireland, Dublin, Ireland
  • Trinity College Dublin, Ireland (former)


According to our database1, Francesca Bonin authored at least 41 papers between 2007 and 2024.

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Bibliography

2024
Functional Graph Convolutional Networks: A unified multi-task and multi-modal learning framework to facilitate health and social-care insights.
CoRR, 2024

Feature Selection for Functional Data Classification.
CoRR, 2024

2023
Automated Feature Selection from Medical Literature.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Graph-based Tool for Exploring PubMed Knowledge Base.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

GASTon: A Graph-Exploration System for Indexing, Annotating and Visualizing PubMed Articles to Enhance the Analysis of Social deTerminants of Health.
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022
Accelerating the Discovery of Semantic Associations from Medical Literature: Mining Relations Between Diseases and Symptoms.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

Literature Knowledge Graphs for Risk Modeling: a use case on Diabetes.
Proceedings of the AMIA 2022, 2022

2021
An autonomous debating system.
Nat., 2021

TDMSci: A Specialized Corpus for Scientific Literature Entity Tagging of Tasks Datasets and Metrics.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Outcome Prediction from Behaviour Change Intervention Evaluations using a Combination of Node and Word Embedding.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020
Retrieving Potential Causes from a Query Event.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

HBCP Corpus: A New Resource for the Analysis of Behavioural Change Intervention Reports.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Overview of the Causality-driven Adhoc Information Retrieval (CAIR) task at FIRE-2020.
Proceedings of the FIRE 2020: Forum for Information Retrieval Evaluation, 2020

Knowledge Extraction and Prediction from Behavior Science Randomized Controlled Trials: A Case Study in Smoking Cessation.
Proceedings of the AMIA 2020, 2020

End-to-End Argumentation Knowledge Graph Construction.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Extracting Factual Min/Max Age Information from Clinical Trial Studies.
CoRR, 2019

A Summarization System for Scientific Documents.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Decision Conversations Decoded.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018

Know Who Your Friends Are: Understanding Social Connections from Unstructured Text.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018

SLIDE - a Sentiment Lexicon of Common Idioms.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Towards a music-language mapping.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

International Workshop on Multimodal Analyses Enabling Artificial Agents in Human-Machine Interaction (Workshop Summary).
Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

2015
Open Challenges in Modelling, Analysis and Synthesis of Human Behaviour in Human-Human and Human-Machine Interactions.
Cogn. Comput., 2015

The discourse value of social signals at topic change moments.
Proceedings of the INTERSPEECH 2015, 2015

What's the Game and Who's Got the Ball? Genre in Spoken Interaction.
Proceedings of the 2015 AAAI Spring Symposia, 2015

2014
Time for laughter.
Knowl. Based Syst., 2014

From multimodal analysis to real-time interactions with virtual agents.
J. Multimodal User Interfaces, 2014

Automatic recognition of attitudes in video blogs - prosodic and visual feature analysis.
Proceedings of the INTERSPEECH 2014, 2014

Topics for the Future: Genre Differentiation, Annotation, and Linguistic Content Integration in Interaction Analysis.
Proceedings of the 2014 Workshop on Roadmapping the Future of Multimodal Interaction Research including Business Opportunities and Challenges, 2014

A Context-Aware NLP Approach For Noteworthiness Detection in Cellphone Conversations.
Proceedings of the COLING 2014, 2014

Social sequence analysis: temporal sequences in interactional conversations.
Proceedings of the 5th IEEE Conference on Cognitive Infocommunications, 2014

2013
Laugher and Topic Transition in Multiparty Conversation.
Proceedings of the SIGDIAL 2013 Conference, 2013

Investigating fine temporal dynamics of prosodic and lexical accommodation.
Proceedings of the INTERSPEECH 2013, 2013

2012
How Do We React to Context? Annotation of Individual and Group Engagement in a Video Corpus.
Proceedings of the 2012 International Conference on Privacy, 2012

Laughter and topic changes: Temporal distribution and information flow.
Proceedings of the IEEE 3rd International Conference on Cognitive Infocommunications, 2012

Annotating Archaeological Texts: An Example of Domain-Specific Annotation in the Humanities.
Proceedings of the Sixth Linguistic Annotation Workshop, 2012

2011
Rapid Adaptation of NE Resolvers for Humanities Domains using Active Annotation.
J. Lang. Technol. Comput. Linguistics, 2011

2010
Contrastive Filtering of Domain-Specific Multi-Word Terms from Different Types of Corpora.
Proceedings of the 2010 Workshop on Multiword Expressions: from Theory to Applications, 2010

A Contrastive Approach to Multi-word Extraction from Domain-specific Corpora.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

2007
English Querying over Ontologies: E-QuOnto.
Proceedings of the AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 2007


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