Elena Cabrio

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 93

Top Venues

University of Trento, Italy (PHD)

Education History

University of Trento, Italy

PHD

Publications

Iker García-Ferrero, Rodrigo Agerri, Aitziber Atutxa Salazar, Elena Cabrio, Iker de la Iglesia, Alberto Lavelli, Bernardo Magnini, Benjamin Molinet, Johana Ramirez-Romero, German Rigau, Jose Maria Villa-Gonzalez, Serena Villata, Andrea Zaninello
Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain. CoRR (2024)
Iker García-Ferrero, Rodrigo Agerri, Aitziber Atutxa Salazar, Elena Cabrio, Iker de la Iglesia, Alberto Lavelli, Bernardo Magnini, Benjamin Molinet, Johana Ramirez-Romero, German Rigau, Jose Maria Villa-Gonzalez, Serena Villata, Andrea Zaninello
MedMT5: An Open-Source Multilingual Text-to-Text LLM for the Medical Domain. LREC/COLING (2024)
Benjamin Molinet, Santiago Marro, Elena Cabrio, Serena Villata
Explanatory argumentation in natural language for correct and incorrect medical diagnoses. J. Biomed. Semant. 15 (1) (2024)
Henning Wachsmuth, Gabriella Lapesa, Elena Cabrio, Anne Lauscher, Joonsuk Park, Eva Maria Vecchi, Serena Villata, Timon Ziegenbein
Argument Quality Assessment in the Age of Instruction-Following Large Language Models. LREC/COLING (2024)
Henning Wachsmuth, Gabriella Lapesa, Elena Cabrio, Anne Lauscher, Joonsuk Park, Eva Maria Vecchi, Serena Villata, Timon Ziegenbein
Argument Quality Assessment in the Age of Instruction-Following Large Language Models. CoRR (2024)
Santiago Marro, Theo Alkibiades Collias, Elena Cabrio, Serena Villata
On the Automatic Assessment of Natural Language Expert Explanations in Medicine. HC@AIxIA (2023)
Michael Fell, Elena Cabrio, Maroua Tikat, Franck Michel, Michel Buffa, Fabien Gandon
The WASABI song corpus and knowledge graph for music lyrics analysis. Lang. Resour. Evaluation 57 (1) (2023)
Anaïs Ollagnier, Elena Cabrio, Serena Villata, Sara Tonelli
BiRDy: Bullying Role Detection in Multi-Party Chats. AAAI (2023)
Nicolas Ocampo, Elena Cabrio, Serena Villata
Unmasking the Hidden Meaning: Bridging Implicit and Explicit Hate Speech Embedding Representations. EMNLP (Findings) (2023)
Xiaoou Wang, Elena Cabrio, Serena Villata
Argument and Counter-Argument Generation: A Critical Survey. NLDB (2023)
Santiago Marro, Benjamin Molinet, Elena Cabrio, Serena Villata
Natural Language Explanatory Arguments for Correct and Incorrect Diagnoses of Clinical Cases. ICAART (1) (2023)
Nicolas Ocampo, Ekaterina Sviridova, Elena Cabrio, Serena Villata
An In-depth Analysis of Implicit and Subtle Hate Speech Messages. EACL (2023)
Pierpaolo Goffredo, Elena Cabrio, Serena Villata, Shohreh Haddadan, Jhonatan Torres Sanchez
DISPUTool 2.0: A Modular Architecture for Multi-Layer Argumentative Analysis of Political Debates. AAAI (2023)
Pierpaolo Goffredo, Mariana Espinoza, Serena Villata, Elena Cabrio
Argument-based Detection and Classification of Fallacies in Political Debates. EMNLP (2023)
Anaïs Ollagnier, Elena Cabrio, Serena Villata
Unsupervised fine-grained hate speech target community detection and characterisation on social media. Soc. Netw. Anal. Min. 13 (1) (2023)
Nicolas Ocampo, Elena Cabrio, Serena Villata
Playing the Part of the Sharp Bully: Generating Adversarial Examples for Implicit Hate Speech Detection. ACL (Findings) (2023)
Anaïs Ollagnier, Elena Cabrio, Serena Villata
Harnessing Bullying Traces to Enhance Bullying Participant Role Identification in Multi-Party Chats. FLAIRS (2023)
Elena Cabrio, Serena Villata
A Data-informed Analysis of Argument Mining. FLAP 9 (4) (2022)
Pierpaolo Goffredo, Shohreh Haddadan, Vorakit Vorakitphan, Elena Cabrio, Serena Villata
Fallacious Argument Classification in Political Debates. IJCAI (2022)
Anaïs Ollagnier, Elena Cabrio, Serena Villata, Catherine Blaya
CyberAgressionAdo-v1: a Dataset of Annotated Online Aggressions in French Collected through a Role-playing Game. LREC (2022)
Michael Fell, Yaroslav Nechaev, Gabriel Meseguer-Brocal, Elena Cabrio, Fabien Gandon, Geoffroy Peeters
Lyrics segmentation via bimodal text-audio representation. Nat. Lang. Eng. 28 (3) (2022)
Shohreh Haddadan, Elena Cabrio, Axel J. Soto, Serena Villata
Topic Modelling and Frame Identification for Political Arguments. AI*IA (2022)
Benjamin Molinet, Santiago Marro, Elena Cabrio, Serena Villata, Tobias Mayer
ACTA 2.0: A Modular Architecture for Multi-Layer Argumentative Analysis of Clinical Trials. IJCAI (2022)
Santiago Marro, Elena Cabrio, Serena Villata
Graph Embeddings for Argumentation Quality Assessment. EMNLP (Findings) (2022)
Franck Michel, Fabien Gandon, Valentin Ah-Kane, Anna Bobasheva, Elena Cabrio, Olivier Corby, Raphaël Gazzotti, Alain Giboin, Santiago Marro, Tobias Mayer, Mathieu Simon, Serena Villata, Marco Winckler
Covid-on-the-Web: Graphe de Connaissances et Services pour faire Progresser la Recherche sur la COVID-19. IC (2021)
Aline Menin, Franck Michel, Fabien Gandon, Raphaël Gazzotti, Elena Cabrio, Olivier Corby, Alain Giboin, Santiago Marro, Tobias Mayer, Serena Villata, Marco Winckler
Covid-on-the-Web: Exploring the COVID-19 scientific literature through visualization of linked data from entity and argument mining. Quant. Sci. Stud. 2 (4) (2021)
Michel Buffa, Elena Cabrio, Michael Fell, Fabien Gandon, Alain Giboin, Romain Hennequin, Franck Michel, Johan Pauwels, Guillaume Pellerin, Maroua Tikat, Marco Winckler
The WASABI Dataset: Cultural, Lyrics and Audio Analysis Metadata About 2 Million Popular Commercially Released Songs. ESWC (2021)
Tobias Mayer, Santiago Marro, Elena Cabrio, Serena Villata
Enhancing evidence-based medicine with natural language argumentative analysis of clinical trials. Artif. Intell. Medicine 118 (2021)
Vorakit Vorakitphan, Elena Cabrio, Serena Villata
PROTECT - A Pipeline for Propaganda Detection and Classification. CLiC-it (2021)
Mohamed Amine Romdhane, Elena Cabrio, Serena Villata
Sifting French Tweets to Investigate the Impact of Covid-19 in Triggering Intense Anxiety. TALN (1) (2021)
Tobias Mayer, Elena Cabrio, Serena Villata
Extraction d'arguments basée sur les transformateurs pour des applications dans le domaine de la santé (Transformer-based Argument Mining for Healthcare Applications). TALN (1) (2021)
Vorakit Vorakitphan, Elena Cabrio, Serena Villata
"Don't discuss": Investigating Semantic and Argumentative Features for Supervised Propagandist Message Detection and Classification. RANLP (2021)
Jérôme Delobelle, Amaury Delamaire, Elena Cabrio, Romón Ruti, Serena Villata
Sifting the Arguments in Fake News to Boost a Disinformation Analysis Tool. NL4AI@AI*IA (2020)
Michele Corazza, Stefano Menini, Elena Cabrio, Sara Tonelli, Serena Villata
A Multilingual Evaluation for Online Hate Speech Detection. ACM Trans. Internet Techn. 20 (2) (2020)
Tobias Mayer, Santiago Marro, Elena Cabrio, Serena Villata
Generating Adversarial Examples for Topic-Dependent Argument Classification. COMMA (2020)
Oana Cocarascu, Elena Cabrio, Serena Villata, Francesca Toni
Dataset Independent Baselines for Relation Prediction in Argument Mining. COMMA (2020)
Michael Fell, Elena Cabrio, Elmahdi Korfed, Michel Buffa, Fabien Gandon
Love Me, Love Me, Say (and Write!) that You Love Me: Enriching the WASABI Song Corpus with Lyrics Annotations. LREC (2020)
Oana Cocarascu, Elena Cabrio, Serena Villata, Francesca Toni
A Dataset Independent Set of Baselines for Relation Prediction in Argument Mining. CoRR (2020)
Franck Michel, Fabien Gandon, Valentin Ah-Kane, Anna Bobasheva, Elena Cabrio, Olivier Corby, Raphaël Gazzotti, Alain Giboin, Santiago Marro, Tobias Mayer, Mathieu Simon, Serena Villata, Marco Winckler
Covid-on-the-Web: Knowledge Graph and Services to Advance COVID-19 Research. ISWC (2) (2020)
Tobias Mayer, Elena Cabrio, Serena Villata
Transformer-Based Argument Mining for Healthcare Applications. ECAI (2020)
Michele Corazza, Stefano Menini, Elena Cabrio, Sara Tonelli, Serena Villata
Hybrid Emoji-Based Masked Language Models for Zero-Shot Abusive Language Detection. EMNLP (Findings) (2020)
Vorakit Vorakitphan, Marco Guerini, Elena Cabrio, Serena Villata
Regrexit or not Regrexit: Aspect-based Sentiment Analysis in Polarized Contexts. COLING (2020)
Michael Fell, Elena Cabrio, Fabien Gandon, Alain Giboin
Song Lyrics Summarization Inspired by Audio Thumbnailing. RANLP (2019)
Michele Corazza, Stefano Menini, Elena Cabrio, Sara Tonelli, Serena Villata
InriaFBK Drawing Attention to Offensive Language at Germeval2019. KONVENS (2019)
Fabien Gandon, Franck Michel, Olivier Corby, Michel Buffa, Andrea Tettamanzi, Catherine Faron-Zucker, Elena Cabrio, Serena Villata
Graph Data on the Web: extend the pivot, don't reinvent the wheel. CoRR (2019)
Michael Fell, Elena Cabrio, Elmahdi Korfed, Michel Buffa, Fabien Gandon
Love Me, Love Me, Say (and Write!) that You Love Me: Enriching the WASABI Song Corpus with Lyrics Annotations. CoRR (2019)
Soufian Jebbara, Valerio Basile, Elena Cabrio, Philipp Cimiano
Extracting common sense knowledge via triple ranking using supervised and unsupervised distributional models. Semantic Web 10 (1) (2019)
Michele Corazza, Stefano Menini, Elena Cabrio, Sara Tonelli, Serena Villata
Cross-Platform Evaluation for Italian Hate Speech Detection. CLiC-it (2019)
Pinar Arslan, Michele Corazza, Elena Cabrio, Serena Villata
Overwhelmed by negative emotions?: maybe you are being cyber-bullied! SAC (2019)
Cédric Lopez, Molka Dhouib, Elena Cabrio, Catherine Faron-Zucker, Fabien Gandon, Frédérique Segond
SMILK, linking natural language and data from the web. CoRR (2019)
Shohreh Haddadan, Elena Cabrio, Serena Villata
DISPUTool - A tool for the Argumentative Analysis of Political Debates. IJCAI (2019)
Michael Fell, Elena Cabrio, Michele Corazza, Fabien Gandon
Comparing Automated Methods to Detect Explicit Content in Song Lyrics. RANLP (2019)
Tobias Mayer, Elena Cabrio, Serena Villata
ACTA A Tool for Argumentative Clinical Trial Analysis. IJCAI (2019)
Shohreh Haddadan, Elena Cabrio, Serena Villata
Yes, we can! Mining Arguments in 50 Years of US Presidential Campaign Debates. ACL (1) (2019)
Elena Cabrio, Serena Villata
Five Years of Argument Mining: a Data-driven Analysis. IJCAI (2018)
Valerio Basile, Elena Cabrio, Fabien Gandon, Debora Nozza
Mapping Natural Language Labels to Structured Web Resources. NL4AI@AI*IA (2018)
Serena Villata, M. Sahbi Benlamine, Elena Cabrio, Claude Frasson, Fabien Gandon
Assessing Persuasion in Argumentation through Emotions and Mental States. FLAIRS Conference (2018)
Tobias Mayer, Elena Cabrio, Marco Lippi, Paolo Torroni, Serena Villata
Argument Mining on Clinical Trials. COMMA (2018)
Michael Fell, Yaroslav Nechaev, Elena Cabrio, Fabien Gandon
Lyrics Segmentation: Textual Macrostructure Detection using Convolutions. COLING (2018)
Stefano Menini, Elena Cabrio, Sara Tonelli, Serena Villata
Never Retreat, Never Retract: Argumentation Analysis for Political Speeches. AAAI (2018)
Valerio Basile, Roque Lopez Condori, Elena Cabrio
Measuring Frame Instance Relatedness. *SEM@NAACL-HLT (2018)
Tobias Mayer, Elena Cabrio, Serena Villata
Evidence Type Classification in Randomized Controlled Trials. ArgMining@EMNLP (2018)
Michele Corazza, Stefano Menini, Pinar Arslan, Rachele Sprugnoli, Elena Cabrio, Sara Tonelli, Serena Villata
Comparing Different Supervised Approaches to Hate Speech Detection. EVALITA@CLiC-it (2018)
Cédric Lopez, Molka Tounsi Dhouib, Elena Cabrio, Catherine Faron-Zucker, Fabien Gandon, Frédéric Segond
SMILK, trait d'union entre langue naturelle et données sur le web. Rev. d'Intelligence Artif. 32 (3) (2018)
Elena Cabrio, Serena Villata
The SEEMPAD Dataset for Emphatic and Persuasive Argumentation. CLiC-it (2018)
Diego Monti, Enrico Palumbo, Giuseppe Rizzo, Pasquale Lisena, Raphaël Troncy, Michael Fell, Elena Cabrio, Maurizio Morisio
An Ensemble Approach of Recurrent Neural Networks using Pre-Trained Embeddings for Playlist Completion. RecSys Challenge (2018)
Mathieu d'Aquin, Elena Cabrio
Challenges Track Chairs' Welcome. WWW (Companion Volume) (2018)
Mohamed S. Benlamine, Serena Villata, Ramla Ghali, Claude Frasson, Fabien Gandon, Elena Cabrio
Persuasive Argumentation and Emotions: An Empirical Evaluation with Users. HCI (1) (2017)
Elena Cabrio, Serena Villata, Alessio Palmero Aprosio
A RADAR for information reconciliation in Question Answering systems over Linked Data. Semantic Web 8 (4) (2017)
Avijit Shah, Valerio Basile, Elena Cabrio, Sowmya Kamath S.
Frame Instance Extraction and Clustering for Default Knowledge Building. AnSWeR@ESWC (2017)
Mihai Dusmanu, Elena Cabrio, Serena Villata
Argument Mining on Twitter: Arguments, Facts and Sources. EMNLP (2017)
Amosse Edouard, Elena Cabrio, Sara Tonelli, Nhan Le Thanh
Building timelines of soccer matches from Twitter. RANLP (2017)
Amosse Edouard, Elena Cabrio, Sara Tonelli, Nhan Le Thanh
Graph-based Event Extraction from Twitter. RANLP (2017)
Jay Young, Lars Kunze, Valerio Basile, Elena Cabrio, Nick Hawes, Barbara Caputo
Semantic web-mining and deep vision for lifelong object discovery. ICRA (2017)
Amosse Edouard, Elena Cabrio, Sara Tonelli, Nhan Le Thanh
You'll Never Tweet Alone: Building Sports Match Timelines from Microblog Posts. RANLP (2017)
Molka Tounsi, Cédric Lopez, Catherine Faron-Zucker, Elena Cabrio, Fabien Gandon, Frédérique Segond
Peuplement d'une base de connaissance par annotation automatique de textes relatifs à la cosmétique. IC (2017)
Serena Villata, Elena Cabrio, Imène Jraidi, M. Sahbi Benlamine, Maher Chaouachi, Claude Frasson, Fabien Gandon
. Argument Comput. 8 (1) (2017)
Cédric Lopez, Elena Cabrio, Frédérique Segond
Extraction de relations pour le peuplement d'une base de connaissance à partir de tweets. EGC (2017)
Valerio Basile, Elena Cabrio, Serena Villata, Claude Frasson, Fabien Gandon
A Pragma-Semantic Analysis of the Emotion/Sentiment Relation in Debates. AIC (2016)
Pierpaolo Basile, Valerio Basile, Elena Cabrio, Serena Villata
Argument Mining on Italian News Blogs. CLiC-it/EVALITA (2016)
Elena Cabrio, Serena Villata
Natural Language Argumentation for Text Exploration. ICAART (Revised Selected Papers) (2016)
Tom Bosc, Elena Cabrio, Serena Villata
Tweeties Squabbling: Positive and Negative Results in Applying Argument Mining on Social Media. COMMA (2016)
Mauro Dragoni, Elena Cabrio, Sara Tonelli, Serena Villata
Enriching a Small Artwork Collection Through Semantic Linking. ESWC (2016)
Christina Unger, Axel-Cyrille Ngonga Ngomo, Elena Cabrio
6th Open Challenge on Question Answering over Linked Data (QALD-6). SemWebEval@ESWC (2016)
Elena Cabrio, Graeme Hirst, Serena Villata, Adam Z. Wyner
Natural Language Argumentation: Mining, Processing, and Reasoning over Textual Arguments (Dagstuhl Seminar 16161). Dagstuhl Reports 6 (4) (2016)
Elena Cabrio, Serena Villata
Abstract Dialectical Frameworks for Text Exploration. ICAART (2) (2016)
Cédric Lopez, Matthieu Osmuk, Dana Popovici, Farhad Nooralahzadeh, Domoina Rabarijaona, Fabien Gandon, Elena Cabrio, Frédérique Segond
Du TALN au LOD : Extraction d'entités, liage, et visualisation. IC (2016)
Tom Bosc, Elena Cabrio, Serena Villata
DART: a Dataset of Arguments and their Relations on Twitter. LREC (2016)
Cédric Lopez, Farhad Nooralahzadeh, Elena Cabrio, Frédérique Segond, Fabien Gandon
ProVoc : une ontologie pour décrire des produits sur le Web. IC (2016)
Valerio Basile, Elena Cabrio, Fabien Gandon
Building a General Knowledge Base of Physical Objects for Robots. ESWC (Satellite Events) (2016)
Jay Young, Valerio Basile, Lars Kunze, Elena Cabrio, Nick Hawes
Towards Lifelong Object Learning by Integrating Situated Robot Perception and Semantic Web Mining. ECAI (2016)
Valerio Basile, Soufian Jebbara, Elena Cabrio, Philipp Cimiano
Populating a Knowledge Base with Object-Location Relations Using Distributional Semantics. EKAW (2016)
Farhad Nooralahzadeh, Cédric Lopez, Elena Cabrio, Fabien Gandon, Frédérique Segond
Adapting Semantic Spreading Activation to Entity Linking in Text. NLDB (2016)
Molka Tounsi, Catherine Faron-Zucker, Arnaud Zucker, Serena Villata, Elena Cabrio
Studying the History of Pre-Modern Zoology with Linked Data and Vocabularies. SW4SHD@ESWC (2015)
Molka Tounsi, Catherine Faron-Zucker, Arnaud Zucker, Serena Villata, Elena Cabrio
Studying the History of Pre-modern Zoology by Extracting Linked Zoological Data from Mediaeval Texts and Reasoning on It. ESWC (Satellite Events) (2015)
Christina Unger, Corina Forascu, Vanessa López, Axel-Cyrille Ngonga Ngomo, Elena Cabrio, Philipp Cimiano, Sebastian Walter
Question Answering over Linked Data (QALD-5). CLEF (Working Notes) (2015)
Cristian Cardellino, Serena Villata, Laura Alonso Alemany, Elena Cabrio
Information Extraction with Active Learning: A Case Study in Legal Text. CICLing (2) (2015)
Cristian Cardellino, Laura Alonso Alemany, Serena Villata, Elena Cabrio
Improvements in Information Extraction in Legal Text by Active Learning. JURIX (2015)
M. Sahbi Benlamine, Maher Chaouachi, Serena Villata, Elena Cabrio, Claude Frasson, Fabien Gandon
Emotions in Argumentation: an Empirical Evaluation. IJCAI (2015)
Elena Cabrio, Catherine Faron-Zucker, Fabien Gandon, Amine Hallili, Andrea Tettamanzi
Answering N-Relation Natural Language Questions in the Commercial Domain. WI-IAT (1) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Elena Cabrio