Elena Cabrio

Orcid: 0000-0001-9374-7872

Affiliations:
  • University of Nice Sophia Antipolis, France


According to our database1, Elena Cabrio authored at least 151 papers between 2008 and 2024.

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Bibliography

2024
Explanatory argumentation in natural language for correct and incorrect medical diagnoses.
J. Biomed. Semant., December, 2024

Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain.
CoRR, 2024

Unveiling the Hate: Generating Faithful and Plausible Explanations for Implicit and Subtle Hate Speech Detection.
Proceedings of the Natural Language Processing and Information Systems, 2024

CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative Structures.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Is Safer Better? The Impact of Guardrails on the Argumentative Strength of LLMs in Hate Speech Countering.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

PEACE: Providing Explanations and Analysis for Combating Hate Expressions.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

ANTIDOTE: ArgumeNtaTIon-Driven explainable artificial intelligence fOr digiTal mEdicine.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Argument Quality Assessment in the Age of Instruction-Following Large Language Models.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

MedMT5: An Open-Source Multilingual Text-to-Text LLM for the Medical Domain.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023
Unsupervised fine-grained hate speech target community detection and characterisation on social media.
Soc. Netw. Anal. Min., December, 2023

The WASABI song corpus and knowledge graph for music lyrics analysis.
Lang. Resour. Evaluation, March, 2023

Argument and Counter-Argument Generation: A Critical Survey.
Proceedings of the Natural Language Processing and Information Systems, 2023

Natural Language Explanatory Arguments for Correct and Incorrect Diagnoses of Clinical Cases.
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

Harnessing Bullying Traces to Enhance Bullying Participant Role Identification in Multi-Party Chats.
Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

Unmasking the Hidden Meaning: Bridging Implicit and Explicit Hate Speech Embedding Representations.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Argument-based Detection and Classification of Fallacies in Political Debates.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

An In-depth Analysis of Implicit and Subtle Hate Speech Messages.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

On the Automatic Assessment of Natural Language Expert Explanations in Medicine.
Proceedings of the 2nd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2023) co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

Playing the Part of the Sharp Bully: Generating Adversarial Examples for Implicit Hate Speech Detection.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

BiRDy: Bullying Role Detection in Multi-Party Chats.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

DISPUTool 2.0: A Modular Architecture for Multi-Layer Argumentative Analysis of Political Debates.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Lyrics segmentation via bimodal text-audio representation.
Nat. Lang. Eng., 2022

A Data-informed Analysis of Argument Mining.
FLAP, 2022

CyberAgressionAdo-v1: a Dataset of Annotated Online Aggressions in French Collected through a Role-playing Game.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

ACTA 2.0: A Modular Architecture for Multi-Layer Argumentative Analysis of Clinical Trials.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Fallacious Argument Classification in Political Debates.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Graph Embeddings for Argumentation Quality Assessment.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Topic Modelling and Frame Identification for Political Arguments.
Proceedings of the AIxIA 2022 - Advances in Artificial Intelligence, 2022

2021
Covid-on-the-Web: Exploring the COVID-19 scientific literature through visualization of linked data from entity and argument mining.
Quant. Sci. Stud., 2021

Enhancing evidence-based medicine with natural language argumentative analysis of clinical trials.
Artif. Intell. Medicine, 2021

Sifting French Tweets to Investigate the Impact of Covid-19 in Triggering Intense Anxiety.
Proceedings of the Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale, 2021

Extraction d'arguments basée sur les transformateurs pour des applications dans le domaine de la santé (Transformer-based Argument Mining for Healthcare Applications).
Proceedings of the Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale, 2021

"Don't discuss": Investigating Semantic and Argumentative Features for Supervised Propagandist Message Detection and Classification.
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

Covid-on-the-Web: Graphe de Connaissances et Services pour faire Progresser la Recherche sur la COVID-19.
Proceedings of the IC 2021 : 32es Journées francophones d'Ingénierie des Connaissances (Proceedings of the 32nd French Knowledge Engineering Conference), Bordeaux, France, June 30, 2021

The WASABI Dataset: Cultural, Lyrics and Audio Analysis Metadata About 2 Million Popular Commercially Released Songs.
Proceedings of the Semantic Web - 18th International Conference, 2021

PROTECT - A Pipeline for Propaganda Detection and Classification.
Proceedings of the Eighth Italian Conference on Computational Linguistics, 2021

2020


A Multilingual Evaluation for Online Hate Speech Detection.
ACM Trans. Internet Techn., 2020

A Dataset Independent Set of Baselines for Relation Prediction in Argument Mining.
CoRR, 2020

Covid-on-the-Web: Knowledge Graph and Services to Advance COVID-19 Research.
Proceedings of the Semantic Web - ISWC 2020, 2020

Love Me, Love Me, Say (and Write!) that You Love Me: Enriching the WASABI Song Corpus with Lyrics Annotations.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Hybrid Emoji-Based Masked Language Models for Zero-Shot Abusive Language Detection.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Transformer-Based Argument Mining for Healthcare Applications.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Dataset Independent Baselines for Relation Prediction in Argument Mining.
Proceedings of the Computational Models of Argument, 2020

Generating Adversarial Examples for Topic-Dependent Argument Classification.
Proceedings of the Computational Models of Argument, 2020

Regrexit or not Regrexit: Aspect-based Sentiment Analysis in Polarized Contexts.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Sifting the Arguments in Fake News to Boost a Disinformation Analysis Tool.
Proceedings of the 4th Workshop on Natural Language for Artificial Intelligence (NL4AI 2020) co-located with the 19th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2020), 2020

Artificial Intelligence to Extract, Analyze and Generate Knowledge and Arguments from Texts to Support Informed Interaction and Decision Making.
, 2020

2019
Extracting common sense knowledge via triple ranking using supervised and unsupervised distributional models.
Semantic Web, 2019

Graph Data on the Web: extend the pivot, don't reinvent the wheel.
CoRR, 2019

SMILK, linking natural language and data from the web.
CoRR, 2019

Overwhelmed by negative emotions?: maybe you are being cyber-bullied!
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Song Lyrics Summarization Inspired by Audio Thumbnailing.
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Comparing Automated Methods to Detect Explicit Content in Song Lyrics.
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

InriaFBK Drawing Attention to Offensive Language at Germeval2019.
Proceedings of the 15th Conference on Natural Language Processing, 2019

DISPUTool - A tool for the Argumentative Analysis of Political Debates.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

ACTA A Tool for Argumentative Clinical Trial Analysis.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Cross-Platform Evaluation for Italian Hate Speech Detection.
Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019

Yes, we can! Mining Arguments in 50 Years of US Presidential Campaign Debates.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
SMILK, trait d'union entre langue naturelle et données sur le web.
Rev. d'Intelligence Artif., 2018

Challenges Track Chairs' Welcome.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Measuring Frame Instance Relatedness.
Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, 2018

An Ensemble Approach of Recurrent Neural Networks using Pre-Trained Embeddings for Playlist Completion.
Proceedings of the ACM Recommender Systems Challenge, 2018

Five Years of Argument Mining: a Data-driven Analysis.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Assessing Persuasion in Argumentation through Emotions and Mental States.
Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018

Comparing Different Supervised Approaches to Hate Speech Detection.
Proceedings of the Sixth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2018) co-located with the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

Argument Mining on Clinical Trials.
Proceedings of the Computational Models of Argument, 2018

Lyrics Segmentation: Textual Macrostructure Detection using Convolutions.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

The SEEMPAD Dataset for Emphatic and Persuasive Argumentation.
Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

Evidence Type Classification in Randomized Controlled Trials.
Proceedings of the 5th Workshop on Argument Mining, 2018

Mapping Natural Language Labels to Structured Web Resources.
Proceedings of the 2nd Workshop on Natural Language for Artificial Intelligence (NL4AI 2018) co-located with 17th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2018), 2018

Never Retreat, Never Retract: Argumentation Analysis for Political Speeches.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
A RADAR for information reconciliation in Question Answering systems over Linked Data.
Semantic Web, 2017

Emotions and personality traits in argumentation: An empirical evaluation<sup>1</sup>.
Argument Comput., 2017

Graph-based Event Extraction from Twitter.
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

You'll Never Tweet Alone: Building Sports Match Timelines from Microblog Posts.
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

Building timelines of soccer matches from Twitter.
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

Semantic web-mining and deep vision for lifelong object discovery.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Persuasive Argumentation and Emotions: An Empirical Evaluation with Users.
Proceedings of the Human-Computer Interaction. User Interface Design, Development and Multimodality, 2017

Peuplement d'une base de connaissance par annotation automatique de textes relatifs à la cosmétique.
Proceedings of the IC 2017 : 28es Journées francophones d'Ingénierie des Connaissances (Proceedings of the 28th French Knowledge Engineering Conference), 2017

Extraction de relations pour le peuplement d'une base de connaissance à partir de tweets.
Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

Frame Instance Extraction and Clustering for Default Knowledge Building.
Proceedings of the 1st International Workshop on Application of Semantic Web technologies in Robotics co-located with 14th Extended Semantic Web Conference (ESWC 2017), 2017

Argument Mining on Twitter: Arguments, Facts and Sources.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2016
Natural Language Argumentation: Mining, Processing, and Reasoning over Textual Arguments (Dagstuhl Seminar 16161).
Dagstuhl Reports, 2016

Adapting Semantic Spreading Activation to Entity Linking in Text.
Proceedings of the Natural Language Processing and Information Systems, 2016

DART: a Dataset of Arguments and their Relations on Twitter.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Natural Language Argumentation for Text Exploration.
Proceedings of the Agents and Artificial Intelligence - 8th International Conference, 2016

Abstract Dialectical Frameworks for Text Exploration.
Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016

Du TALN au LOD : Extraction d'entités, liage, et visualisation.
Proceedings of the IC 2016 : 27es Journées francophones d'Ingénierie des Connaissances (Proceedings of the 27th French Knowledge Engineering Conference), 2016

ProVoc : une ontologie pour décrire des produits sur le Web.
Proceedings of the IC 2016 : 27es Journées francophones d'Ingénierie des Connaissances (Proceedings of the 27th French Knowledge Engineering Conference), 2016

6th Open Challenge on Question Answering over Linked Data (QALD-6).
Proceedings of the Semantic Web Challenges - Third SemWebEval Challenge at ESWC 2016, Heraklion, Crete, Greece, May 29, 2016

Enriching a Small Artwork Collection Through Semantic Linking.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2016

Building a General Knowledge Base of Physical Objects for Robots.
Proceedings of the Semantic Web - ESWC 2016 Satellite Events, Heraklion, Crete, Greece, May 29, 2016

Populating a Knowledge Base with Object-Location Relations Using Distributional Semantics.
Proceedings of the Knowledge Engineering and Knowledge Management, 2016

Towards Lifelong Object Learning by Integrating Situated Robot Perception and Semantic Web Mining.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Tweeties Squabbling: Positive and Negative Results in Applying Argument Mining on Social Media.
Proceedings of the Computational Models of Argument, 2016

Argument Mining on Italian News Blogs.
Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), 2016

A Pragma-Semantic Analysis of the Emotion/Sentiment Relation in Debates.
Proceedings of the 4th International Workshop on Artificial Intelligence and Cognition co-located with the Joint Multi-Conference on Human-Level Artificial Intelligence (HLAI 2016), 2016

2015
Answering N-Relation Natural Language Questions in the Commercial Domain.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Improvements in Information Extraction in Legal Text by Active Learning.
Proceedings of the Legal Knowledge and Information Systems, 2015

Emotions in Argumentation: an Empirical Evaluation.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Studying the History of Pre-modern Zoology by Extracting Linked Zoological Data from Mediaeval Texts and Reasoning on It.
Proceedings of the Semantic Web: ESWC 2015 Satellite Events - ESWC 2015 Satellite Events Portorož, Slovenia, May 31, 2015

Studying the History of Pre-Modern Zoology with Linked Data and Vocabularies.
Proceedings of the First International Workshop Semantic Web for Scientific Heritage at the 12th ESWC 2015 Conference, 2015

Question Answering over Linked Data (QALD-5).
Proceedings of the Working Notes of CLEF 2015, 2015

Information Extraction with Active Learning: A Case Study in Legal Text.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

2014
Challenges in Bridging Social Semantics and Formal Semantics on the Web.
CoRR, 2014

Towards a Benchmark of Natural Language Arguments.
CoRR, 2014

QALM: a Benchmark for Question Answering over Linked Merchant Websites Data.
Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

Reconciling Information in DBpedia through a Question Answering System.
Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

Classifying Inconsistencies in DBpedia Language Specific Chapters.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Boosting QAKiS with Multimedia Answer Visualization.
Proceedings of the Semantic Web: ESWC 2014 Satellite Events, 2014

These Are Your Rights - A Natural Language Processing Approach to Automated RDF Licenses Generation.
Proceedings of the Semantic Web: Trends and Challenges - 11th International Conference, 2014

What Are the Important Properties of an Entity? - Comparing Users and Knowledge Graph Point of View.
Proceedings of the Semantic Web: ESWC 2014 Satellite Events, 2014

NoDE: A Benchmark of Natural Language Arguments.
Proceedings of the Computational Models of Argument, 2014

Question Answering over Linked Data (QALD-4).
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

Mind the Cultural Gap: Bridging Language-Specific DBpedia Chapters for Question Answering.
Proceedings of the Towards the Multilingual Semantic Web, 2014

2013
A natural language bipolar argumentation approach to support users in online debate interactions†.
Argument Comput., 2013

Filling the gaps among DBpedia multilingual chapters for question answering.
Proceedings of the Web Science 2013 (co-located with ECRC), 2013

Argumentation-based Inconsistencies Detection for Question-Answering over DBpedia.
Proceedings of the NLP & DBpedia workshop co-located with the 12th International Semantic Web Conference (ISWC 2013), 2013

Hunting for Inconsistencies in Multilingual DBpedia with QAKiS.
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

Challenges in Bridging Social Semantics and Formal Semantics on the Web.
Proceedings of the Enterprise Information Systems - 15th International Conference, 2013

A Support Framework for Argumentative Discussions Management in the Web.
Proceedings of the Semantic Web: Semantics and Big Data, 10th International Conference, 2013

Querying Multilingual DBpedia with QAKiS.
Proceedings of the Semantic Web: ESWC 2013 Satellite Events, 2013

From Discourse Analysis to Argumentation Schemes and Back: Relations and Differences.
Proceedings of the Computational Logic in Multi-Agent Systems, 2013

Multilingual Question Answering over Linked Data (QALD-3): Lab Overview.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013

QALD-3: Multilingual Question Answering over Linked Data.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

A Natural Language Account for Argumentation Schemes.
Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013

Detecting Bipolar Semantic Relations among Natural Language Arguments with Textual Entailment: a Study.
Proceedings of the Joint Symposium on Semantic Processing. Textual Inference and Structures in Corpora, 2013

2012
Natural language interaction with the web of data by mining its textual side.
Intelligenza Artificiale, 2012

Key-concept extraction from French articles with KX.
Proceedings of the JEP-TALN-RECITAL 2012, 2012

QAKiS: an Open Domain QA System based on Relational Patterns.
Proceedings of the ISWC 2012 Posters & Demonstrations Track, 2012

QAKiS @ QALD-2.
Proceedings of the Workshop on Interacting with Linked Data, 2012

Natural Language Arguments: A Combined Approach.
Proceedings of the ECAI 2012, 2012

Generating Abstract Arguments: A Natural Language Approach.
Proceedings of the Computational Models of Argument, 2012

Hunting for Entailing Pairs in the Penn Discourse Treebank.
Proceedings of the COLING 2012, 2012

Combining Textual Entailment and Argumentation Theory for Supporting Online Debates Interactions.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

Extracting Context-Rich Entailment Rules from Wikipedia Revision History.
Proceedings of the 3rd Workshop on the People's Web Meets NLP: Collaboratively Constructed Semantic Resources and their Applications to NLP@ACL 2012, 2012

2011
Component-Based Textual Entailment: a Modular and Linguistically-Motivated Framework for Semantic Inferences.
PhD thesis, 2011

Towards Component-Based Textual Entailment.
Proceedings of the Ninth International Conference on Computational Semantics, 2011

2010
FBK Participation in RTE6: Main and KBP Validation Task.
Proceedings of the Third Text Analysis Conference, 2010

Building Textual Entailment Specialized Data Sets: a Methodology for Isolating Linguistic Phenomena Relevant to Inference.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Toward Qualitative Evaluation of Textual Entailment Systems.
Proceedings of the COLING 2010, 2010

Contradiction-focused qualitative evaluation of textual entailment.
Proceedings of the Workshop on Negation and Speculation in Natural Language Processing, 2010

2009
Using Lexical Resources in a Distance-Based Approach to RTE.
Proceedings of the Second Text Analysis Conference, 2009

Specialized Entailment Engines: Approaching Linguistic Aspects of Textual Entailment.
Proceedings of the Natural Language Processing and Information Systems, 2009

Defining Specialized Entailment Engines Using Natural Logic Relations.
Proceedings of the Human Language Technology. Challenges for Computer Science and Linguistics, 2009

Towards Extensible Textual Entailment Engines: The EDITS Package.
Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

2008
The Fourth PASCAL Recognizing Textual Entailment Challenge.
Proceedings of the First Text Analysis Conference, 2008

Combining Specialized Entailment Engines for RTE-4.
Proceedings of the First Text Analysis Conference, 2008

The QALL-ME Benchmark: a Multilingual Resource of Annotated Spoken Requests for Question Answering.
Proceedings of the International Conference on Language Resources and Evaluation, 2008


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