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Francesca Bonin

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affiliation: IBM Research Ireland, Dublin, Ireland
affiliation (former): Trinity College Dublin, Ireland

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2020 – today

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2024
[c36]
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Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, Alessandra Pascale, Jonathan P. Epperlein:
A New Computationally Efficient Algorithm to solve Feature Selection for Functional Data Classification in High-dimensional Spaces. ICML 2024
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Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, Cécile Rousseau, Alessandra Pascale, John Dinsmore:
Functional Graph Convolutional Networks: A Unified Multi-task and Multi-modal Learning Framework to Facilitate Health and Social-Care Insights. IJCAI 2024: 7188-7196
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Tobia Boschi, Francesca Bonin, Jonathan Epperlein, Rodrigo Ordonez-Hurtado, Alessandra Pascale:
Feature Selection for Functional Data Classification. CoRR abs/2401.05765 (2024)
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Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, Cécile Rousseau, Alessandra Pascale, John Dinsmore:
Functional Graph Convolutional Networks: A unified multi-task and multi-modal learning framework to facilitate health and social-care insights. CoRR abs/2403.10158 (2024)
2023
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Simone Bottoni, Alberto Trombetta, Flavio Bertini, Danilo Montesi, Francesca Bonin, Alessandra Pascale, Martin Gleize, Pierpaolo Tommasi:
GASTon: A Graph-Exploration System for Indexing, Annotating and Visualizing PubMed Articles to Enhance the Analysis of Social deTerminants of Health. HEALTHINF 2023: 424-431
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Simone Bottoni, Alberto Trombetta, Flavio Bertini, Danilo Montesi, Francesca Bonin, Alessandra Pascale, Martin Gleize, Pierpaolo Tommasi:
Graph-based Tool for Exploring PubMed Knowledge Base. ICDE 2023: 3611-3614
[c32]
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Alberto Purpura, Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, Natasha Mulligan, Joao H. Bettencourt-Silva, Alessandra Pascale:
Automated Feature Selection from Medical Literature. MedInfo 2023: 1436-1437
2022
[c31]
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Joao H. Bettencourt-Silva, Natalia Mulligan, Francesca Bonin, Pierpaolo Tommasi, Alessandra Pascale, Vanessa López:
Literature Knowledge Graphs for Risk Modeling: a use case on Diabetes. AMIA 2022
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Alberto Purpura, Francesca Bonin, Joao H. Bettencourt-Silva:
Accelerating the Discovery of Semantic Associations from Medical Literature: Mining Relations Between Diseases and Symptoms. EMNLP (Industry Track) 2022: 77-89
2021
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Noam Slonim, Yonatan Bilu, Carlos Alzate, Roy Bar-Haim, Ben Bogin, Francesca Bonin, Leshem Choshen, Edo Cohen-Karlik, Lena Dankin, Lilach Edelstein, Liat Ein-Dor, Roni Friedman-Melamed, Assaf Gavron, Ariel Gera, Martin Gleize, Shai Gretz, Dan Gutfreund, Alon Halfon, Daniel Hershcovich, Ron Hoory, Yufang Hou, Shay Hummel, Michal Jacovi, Charles Jochim, Yoav Kantor, Yoav Katz, David Konopnicki, Zvi Kons, Lili Kotlerman, Dalia Krieger, Dan Lahav, Tamar Lavee, Ran Levy, Naftali Liberman, Yosi Mass, Amir Menczel, Shachar Mirkin, Guy Moshkowich, Shila Ofek-Koifman, Matan Orbach, Ella Rabinovich, Ruty Rinott, Slava Shechtman, Dafna Sheinwald, Eyal Shnarch, Ilya Shnayderman, Aya Soffer, Artem Spector, Benjamin Sznajder, Assaf Toledo, Orith Toledo-Ronen, Elad Venezian, Ranit Aharonov:
An autonomous debating system. Nat. 591(7850): 379-384 (2021)
[c29]
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Debasis Ganguly, Martin Gleize, Yufang Hou, Charles Jochim, Francesca Bonin, Alessandra Pascale, Pierpaolo Tommasi, Pol Mac Aonghusa, Robert West, Marie Johnston, Mike Kelly, Susan Michie:
Outcome Prediction from Behaviour Change Intervention Evaluations using a Combination of Node and Word Embedding. AMIA 2021
[c28]
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Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, Debasis Ganguly:
TDMSci: A Specialized Corpus for Scientific Literature Entity Tagging of Tasks Datasets and Metrics. EACL 2021: 707-714
[i4]
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  - journals/corr/abs-2101-10273
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Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, Debasis Ganguly:
TDMSci: A Specialized Corpus for Scientific Literature Entity Tagging of Tasks Datasets and Metrics. CoRR abs/2101.10273 (2021)
2020
[c27]
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Khalid Al Khatib, Yufang Hou, Henning Wachsmuth, Charles Jochim, Francesca Bonin, Benno Stein:
End-to-End Argumentation Knowledge Graph Construction. AAAI 2020: 7367-7374
[c26]
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Francesca Bonin, Martin Gleize, Yufang Hou, Debasis Ganguly, Ailbhe Finnerty, Charles Jochim, Alessandra Pascale, Pierpaolo Tommasi, Pol Mac Aonghusa, Susan Michie:
Knowledge Extraction and Prediction from Behavior Science Randomized Controlled Trials: A Case Study in Smoking Cessation. AMIA 2020
[c25]
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Suchana Datta, Debasis Ganguly, Dwaipayan Roy, Derek Greene, Charles Jochim, Francesca Bonin:
Overview of the Causality-driven Adhoc Information Retrieval (CAIR) task at FIRE-2020. FIRE 2020: 14-17
[c24]
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Francesca Bonin, Martin Gleize, Ailbhe Finnerty, Candice Moore, Charles Jochim, Emma Norris, Yufang Hou, Alison J. Wright, Debasis Ganguly, Emily Hayes, Silje Zink, Alessandra Pascale, Pol Mac Aonghusa, Susan Michie:
HBCP Corpus: A New Resource for the Analysis of Behavioural Change Intervention Reports. LREC 2020: 1967-1975
[c23]
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Suchana Datta, Debasis Ganguly, Dwaipayan Roy, Francesca Bonin, Charles Jochim, Mandar Mitra:
Retrieving Potential Causes from a Query Event. SIGIR 2020: 1689-1692

2010 – 2019

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2019
[c22]
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Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, Debasis Ganguly:
Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction. ACL (1) 2019: 5203-5213
[c21]
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Shai Erera, Michal Shmueli-Scheuer, Guy Feigenblat, Ora Peled Nakash, Odellia Boni, Haggai Roitman, Doron Cohen, Bar Weiner, Yosi Mass, Or Rivlin, Guy Lev, Achiya Jerbi, Jonathan Herzig, Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, David Konopnicki:
A Summarization System for Scientific Documents. EMNLP/IJCNLP (3) 2019: 211-216
[i3]
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  - journals/corr/abs-1904-03262
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Yufang Hou, Debasis Ganguly, Léa A. Deleris, Francesca Bonin:
Extracting Factual Min/Max Age Information from Clinical Trial Studies. CoRR abs/1904.03262 (2019)
[i2]
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  - journals/corr/abs-1906-09317
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Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, Debasis Ganguly:
Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction. CoRR abs/1906.09317 (2019)
[i1]
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  - journals/corr/abs-1908-11152
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Shai Erera, Michal Shmueli-Scheuer, Guy Feigenblat, Ora Peled Nakash, Odellia Boni, Haggai Roitman, Doron Cohen, Bar Weiner, Yosi Mass, Or Rivlin, Guy Lev, Achiya Jerbi, Jonathan Herzig, Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, David Konopnicki:
A Summarization System for Scientific Documents. CoRR abs/1908.11152 (2019)
2018
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Ronald Böck, Francesca Bonin, Nick Campbell, Ronald Poppe:
International Workshop on Multimodal Analyses Enabling Artificial Agents in Human-Machine Interaction (Workshop Summary). ICMI 2018: 666-667
[c19]
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Michele Berlingerio, Francesca Bonin:
Towards a music-language mapping. LREC 2018
[c18]
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Charles Jochim, Francesca Bonin, Roy Bar-Haim, Noam Slonim:
SLIDE - a Sentiment Lexicon of Common Idioms. LREC 2018
[c17]
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Léa A. Deleris, Francesca Bonin, Elizabeth Daly, Stéphane Deparis, Yufang Hou, Charles Jochim, Yassine Lassoued, Killian Levacher:
Know Who Your Friends Are: Understanding Social Connections from Unstructured Text. NAACL-HLT (Demonstrations) 2018: 76-80
[c16]
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Léa A. Deleris, Debasis Ganguly, Killian Levacher, Martin Stephenson, Francesca Bonin:
Decision Conversations Decoded. NAACL-HLT (Demonstrations) 2018: 91-95
2016
[b1]
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Francesca Bonin:
Content and context in conversations : the role of social and situational signals in conversation structure. Trinity College Dublin, Ireland, 2016
[c15]
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Ronald Böck, Francesca Bonin, Nick Campbell, Ronald Poppe:
International workshop on multimodal analyses enabling artificial agents in human- machine interaction (workshop summary). ICMI 2016: 604-605
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Ronald Böck, Francesca Bonin, Nick Campbell, Ronald Poppe:
Proceedings of the Workshop on Multimodal Analyses enabling Artificial Agents in Human-Machine Interaction, MA3HMI@ICMI 2016, Tokyo, Japan, November 16, 2016. ACM 2016, ISBN 978-1-4503-4562-0 [contents]
2015
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Alessandro Vinciarelli, Anna Esposito, Elisabeth André, Francesca Bonin, Mohamed Chetouani, Jeffrey F. Cohn, Marco Cristani, Ferdinand Fuhrmann, Emer Gilmartin, Zakia Hammal, Dirk Heylen, Rene Kaiser, Maria Koutsombogera, Alexandros Potamianos, Steve Renals, Giuseppe Riccardi, Albert Ali Salah:
Open Challenges in Modelling, Analysis and Synthesis of Human Behaviour in Human-Human and Human-Machine Interactions. Cogn. Comput. 7(4): 397-413 (2015)
[c14]
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Emer Gilmartin, Francesca Bonin, Loredana Cerrato, Carl Vogel, Nick Campbell:
What's the Game and Who's Got the Ball? Genre in Spoken Interaction. AAAI Spring Symposia 2015
[c13]
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Francesca Bonin, Nick Campbell, Carl Vogel:
The discourse value of social signals at topic change moments. INTERSPEECH 2015: 1967-1971
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Ronald Böck, Francesca Bonin, Nick Campbell, Ronald Poppe:
Multimodal Analyses enabling Artificial Agents in Human-Machine Interaction - Second International Workshop, MA3HMI 2014, Held in Conjunction with INTERSPEECH 2014, Singapore, Singapore, September 14, 2014, Revised Selected Papers. Lecture Notes in Computer Science 8757, Springer 2015, ISBN 978-3-319-15556-2 [contents]
2014
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Ronald Poppe, Ronald Böck, Francesca Bonin, Nick Campbell, Iwan de Kok, David R. Traum:
From multimodal analysis to real-time interactions with virtual agents. J. Multimodal User Interfaces 8(1): 1-3 (2014)
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Francesca Bonin, Nick Campbell, Carl Vogel:
Time for laughter. Knowl. Based Syst. 71: 15-24 (2014)
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Francesca Bonin, Carl Vogel, Nick Campbell:
Social sequence analysis: temporal sequences in interactional conversations. CogInfoCom 2014: 403-406
[c11]
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Francesca Bonin, José San Pedro, Nuria Oliver:
A Context-Aware NLP Approach For Noteworthiness Detection in Cellphone Conversations. COLING 2014: 25-36
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Francesca Bonin, Emer Gilmartin, Carl Vogel, Nick Campbell:
Topics for the Future: Genre Differentiation, Annotation, and Linguistic Content Integration in Interaction Analysis. RFMIR@ICMI 2014: 5-8
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Noor Alhusna Madzlan, Jing Guang Han, Francesca Bonin, Nick Campbell:
Automatic recognition of attitudes in video blogs - prosodic and visual feature analysis. INTERSPEECH 2014: 1826-1830
2013
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Francesca Bonin, Céline De Looze, Sucheta Ghosh, Emer Gilmartin, Carl Vogel, Anna Polychroniou, Hugues Salamin, Alessandro Vinciarelli, Nick Campbell:
Investigating fine temporal dynamics of prosodic and lexical accommodation. INTERSPEECH 2013: 539-543
[c7]
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Emer Gilmartin, Francesca Bonin, Carl Vogel, Nick Campbell:
Laugher and Topic Transition in Multiparty Conversation. SIGDIAL Conference 2013: 304-308
2012
[c6]
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Francesca Bonin, Fabio Cavulli, Aronne Noriller, Massimo Poesio, Egon W. Stemle:
Annotating Archaeological Texts: An Example of Domain-Specific Annotation in the Humanities. LAW@ACL 2012: 134-138
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Francesca Bonin, Nick Campbell, Carl Vogel:
Laughter and topic changes: Temporal distribution and information flow. CogInfoCom 2012: 53-58
[c4]
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Francesca Bonin, Ronald Böck, Nick Campbell:
How Do We React to Context? Annotation of Individual and Group Engagement in a Video Corpus. SocialCom/PASSAT 2012: 899-903
2011
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Asif Ekbal, Francesca Bonin, Sriparna Saha, Egon Stemle, Eduard Barbu, Fabio Cavulli, Christian Girardi, Massimo Poesio:
Rapid Adaptation of NE Resolvers for Humanities Domains using Active Annotation. J. Lang. Technol. Comput. Linguistics 26(2): 39-51 (2011)
2010
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Francesca Bonin, Felice Dell'Orletta, Simonetta Montemagni, Giulia Venturi:
A Contrastive Approach to Multi-word Extraction from Domain-specific Corpora. LREC 2010
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Francesca Bonin, Felice Dell'Orletta, Giulia Venturi, Simonetta Montemagni:
Contrastive Filtering of Domain-Specific Multi-Word Terms from Different Types of Corpora. MWE@COLING 2010: 77-80

2000 – 2009

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2007
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Raffaella Bernardi, Francesca Bonin, Diego Calvanese, Domenico Carbotta, Camilo Thorne:
English Querying over Ontologies: E-QuOnto. AI*IA 2007: 170-181

Coauthor Index

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