The VOLEM Project : a Framework for the Construction of Advanced Multilingual Lexicons. - Ana Fernández Montraveta; Glòria Vázquez; Patrick Saint-Dizier; Farah Benamara; Mouna Kamel (Language Engineering Conference, 2002)

WEBCOOP: A Cooperative Question Answering System on the Web. - Farah Benamara; Patrick Saint-Dizier (EACL, 2003)

Dynamic Generation of Cooperative Natural Language Responses in WEBCOOP. - Farah Benamara; Patrick Saint-Dizier (ENLG@EACL, 2003)

Lexicalisation strategies in cooperative question-answering systems. - Farah Benamara; Patrick Saint-Dizier (COLING, 2004)

Generating Intensional Answers in Intelligent Question Answering Systems. - Farah Benamara (INLG, 2004)

Advanced Relaxation for Cooperative Question Answering. - Farah Benamara; Patrick Saint-Dizier (New Directions in Question Answering, 2004)

Preference Reasoning in Advanced Question Answering Systems. - Farah Benamara; Souhila Kaci (Australian Conference on Artificial Intelligence, 2006)

Intégration d'une ontologie de domaine dans un système question/réponse. - Farah Benamara; Mouna Kamel (Actes d'IC, 2007)

Sentiment Analysis: Adjectives and Adverbs are Better than Adjectives Alone. - Farah Benamara; Carmine Cesarano 001; Antonio Picariello; Diego Reforgiato Recupero; V. S. Subrahmanian (ICWSM, 2007)

Distilling Opinion in Discourse: A Preliminary Study. - Nicholas Asher; Farah Benamara; Yvette Yannick Mathieu (COLING (Posters), 2008)

Categorizing Opinion in Discourse. - Nicholas Asher; Farah Benamara; Yvette Yannick Mathieu (ECAI, 2008)

ANNODIS: une approche outillée de l'annotation de structures discursives. - Marie-Paule Péry-Woodley; Nicholas Asher; Patrice Enjalbert; Farah Benamara; Myriam Bras; Cécile Fabre; Stéphane Ferrari; Lydia-Mai Ho-Dac; Anne Le Draoulec; Yann Mathet; Philippe Muller; Laurent Prévot 001; et al. (TALN (Articles courts), 2009)

Individual Opinions-Based Judgment Aggregation Procedures. - Farah Benamara; Souhila Kaci; Gabriella Pigozzi (MDAI, 2010)

Towards Context-Based Subjectivity Analysis. - Farah Benamara; Baptiste Chardon; Yvette Yannick Mathieu; Vladimir Popescu (IJCNLP, 2011)

Commitments to Preferences in Dialogue. - Anaïs Cadilhac; Nicholas Asher; Farah Benamara; Alex Lascarides (SIGDIAL Conference, 2011)

How do Negation and Modality Impact on Opinions? - Farah Benamara; Baptiste Chardon; Yvette Yannick Mathieu; Vladimir Popescu; Nicholas Asher (ExProM@ACL, 2012)

Annotating Preferences in Chats for Strategic Games. - Anaïs Cadilhac; Nicholas Asher; Farah Benamara (LAW@ACL, 2012)

Preference Extraction From Negotiation Dialogues. - Anaïs Cadilhac; Nicholas Asher; Farah Benamara; Vladimir Popescu; Mohamadou Seck (ECAI, 2012)

An empirical resource for discovering cognitive principles of discourse organisation: the ANNODIS corpus. - Stergos D. Afantenos; Nicholas Asher; Farah Benamara; Myriam Bras; Cécile Fabre; Mai Ho-Dac; Anne Le Draoulec; Philippe Muller; Marie-Paule Péry-Woodley; Laurent Prévot 001; Josette Rebeyrolle; Ludovic Tanguy; et al. (LREC, 2012)

Clause-based Discourse Segmentation of Arabic Texts. - Iskandar Keskes; Farah Benamara; Lamia Hadrich Belguith (LREC, 2012)

Annotating Preferences in Negotiation Dialogues. - Anaïs Cadilhac; Nicholas Asher; Farah Benamara (*SEM@NAACL-HLT, 2012)

Extraction de préférences à partir de dialogues de négociation (Towards Preference Extraction From Negotiation Dialogues) [in French]. - Anaïs Cadilhac; Farah Benamara; Vladimir Popescu; Nicholas Asher; Mohamadou Seck (JEP-TALN-RECITAL, 2012)

Measuring the Effect of Discourse Structure on Sentiment Analysis. - Baptiste Chardon; Farah Benamara; Yvette Yannick Mathieu; Vladimir Popescu; Nicholas Asher (CICLing (2), 2013)

Grounding Strategic Conversation: Using Negotiation Dialogues to Predict Trades in a Win-Lose Game. - Anaïs Cadilhac; Nicholas Asher; Farah Benamara; Alex Lascarides (EMNLP, 2013)

Sentiment Composition Using a Parabolic Model. - Baptiste Chardon; Farah Benamara; Yvette Yannick Mathieu; Vladimir Popescu; Nicholas Asher (IWCS, 2013)

Segmenting Arabic Texts into Elementary Discourse Units (Segmentation de textes arabes en unités discursives minimales) [in French]. - Iskandar Keskes; Farah Benamara; Lamia Hadrich Belguith (TALN (1), 2013)

Developing a French FrameNet: Methodology and First results. - Marie Candito; Pascal Amsili; Lucie Barque; Farah Benamara; Gaël de Chalendar; Marianne Djemaa; Pauline Haas; Richard Huyghe; Yvette Yannick Mathieu; Philippe Muller; Benoît Sagot; Laure Vieu (LREC, 2014)

Fine-grained semantic categorization of opinion expressions for consensus detection (Catégorisation sémantique fine des expressions d'opinion pour la détection de consensus) [in French]. - Farah Benamara; Véronique Moriceau; Yvette Yannick Mathieu (DEFT@TALN, 2014)

Learning explicit and implicit Arabic discourse relations. - Iskandar Keskes; Farah Benamara Zitoune; Lamia Hadrich Belguith (J. King Saud Univ. Comput. Inf. Sci., 2014)

Splitting Arabic Texts into Elementary Discourse Units. - Iskandar Keskes; Farah Benamara Zitoune; Lamia Hadrich Belguith (ACM Trans. Asian Lang. Inf. Process., 2014)

Towards a Contextual Pragmatic Model to Detect Irony in Tweets. - Jihen Karoui; Farah Benamara; Véronique Moriceau; Nathalie Aussenac-Gilles; Lamia Hadrich Belguith (ACL (2), 2015)

Mapping Different Rhetorical Relation Annotations: A Proposal. - Farah Benamara; Maite Taboada (*SEM@NAACL-HLT, 2015)

Détection automatique de l'ironie dans les tweets en français. - Jihen Karoui; Farah Benamara Zitoune; Véronique Moriceau; Nathalie Aussenac-Gilles; Lamia Hadrich Belguith (TALN, 2015)

Preference Change. - Anaïs Cadilhac; Nicholas Asher; Alex Lascarides; Farah Benamara (J. Log. Lang. Inf., 2015)

Discourse Structure and Dialogue Acts in Multiparty Dialogue: the STAC Corpus. - Nicholas Asher; Julie Hunter; Mathieu Morey; Farah Benamara; Stergos D. Afantenos (LREC, 2016)

Evaluation in Discourse: a Corpus-Based Study. - Farah Benamara Zitoune; Nicholas Asher; Yvette Yannick Mathieu; Vladimir Popescu; Baptiste Chardon (Dialogue Discourse, 2016)

SOUKHRIA: Towards an Irony Detection System for Arabic in Social Media. - Jihen Karoui; Farah Benamara Zitoune; Véronique Moriceau (ACLING, 2017)

IRIT at e-Risk. - Idriss Abdou Malam; Mohamed Arziki; Mohammed Nezar Bellazrak; Farah Benamara; Assafa El Kaidi; Bouchra Es-Saghir; Zhaolong He; Mouad Housni; Véronique Moriceau; Josiane Mothe; Faneva Ramiandrisoa (CLEF (Working Notes), 2017)

Exploring the Impact of Pragmatic Phenomena on Irony Detection in Tweets: A Multilingual Corpus Study. - Jihen Karoui; Farah Benamara; Véronique Moriceau; Viviana Patti; Cristina Bosco; Nathalie Aussenac-Gilles (EACL (1), 2017)

Evaluative Language Beyond Bags of Words: Linguistic Insights and Computational Applications. - Farah Benamara; Maite Taboada; Yvette Yannick Mathieu (Comput. Linguistics, 2017)

IRIT at e-Risk 2018. - Faneva Ramiandrisoa; Josiane Mothe; Farah Benamara; Véronique Moriceau (CLEF (Working Notes), 2018)

Automatic Detection of Depressive Users in Social Media. - Farah Benamara; Véronique Moriceau; Josiane Mothe; Faneva Ramiandrisoa; Zhaolong He (CORIA, 2018)

SeCredISData 2018: Special Session on Sentiment, Emotion, and Credibility of Information in Social Data. - Farah Benamara; Cristina Bosco; Elisabetta Fersini; Gabriella Pasi; Viviana Patti; Marco Viviani 001 (DSAA, 2018)

Introduction to the Special Issue on Language in Social Media: Exploiting Discourse and Other Contextual Information. - Farah Benamara; Diana Inkpen; Maite Taboada (Comput. Linguistics, 2018)

IDAT at FIRE2019: Overview of the Track on Irony Detection in Arabic Tweets. - Bilal Ghanem; Jihen Karoui; Farah Benamara; Véronique Moriceau; Paolo Rosso (FIRE, 2019)

IDAT@FIRE2019: Overview of the Track on Irony Detection in Arabic Tweets. - Bilal Ghanem; Jihen Karoui; Farah Benamara; Véronique Moriceau; Paolo Rosso (FIRE (Working Notes), 2019)

The binary trio at SemEval-2019 Task 5: Multitarget Hate Speech Detection in Tweets. - Patricia Chiril; Farah Benamara Zitoune; Véronique Moriceau; Abhishek Kumar (SemEval@NAACL-HLT, 2019)

Multilingual and Multitarget Hate Speech Detection in Tweets. - Patricia Chiril; Farah Benamara Zitoune; Véronique Moriceau; Marlène Coulomb-Gully; Abhishek Kumar (PFIA (Articles courts), 2019)

He said "who's gonna take care of your children when you are at ACL?": Reported Sexist Acts are Not Sexist. - Patricia Chiril; Véronique Moriceau; Farah Benamara; Alda Mari; Gloria Origgi; Marlène Coulomb-Gully (ACL, 2020)

Multilingual Irony Detection with Dependency Syntax and Neural Models. - Alessandra Teresa Cignarella; Valerio Basile; Manuela Sanguinetti; Cristina Bosco; Paolo Rosso; Farah Benamara (COLING, 2020)

Irony Detection in a Multilingual Context. - Bilal Ghanem; Jihen Karoui; Farah Benamara; Paolo Rosso; Véronique Moriceau (ECIR (2), 2020)

An Annotated Corpus for Sexism Detection in French Tweets. - Patricia Chiril; Véronique Moriceau; Farah Benamara; Alda Mari; Gloria Origgi; Marlène Coulomb-Gully (LREC, 2020)

An Algerian Corpus and an Annotation Platform for Opinion and Emotion Analysis. - Leila Moudjari; Karima Akli-Astouati; Farah Benamara (LREC, 2020)

Classification de relations pour l'intelligence économique et concurrentielle (Relation Classification for Competitive and Economic Intelligence ). - Hadjer Khaldi; Amine Abdaoui; Farah Benamara; Grégoire Sigel; Nathalie Aussenac-Gilles (JEP-TALN-RECITAL (2), 2020)

A three-level classification of French tweets in ecological crises. - Diego Kozlowski; Elisa Lannelongue; Frédéric Saudemont; Farah Benamara; Alda Mari; Véronique Moriceau; Abdelmoumene Boumadane (Inf. Process. Manag., 2020)

"Be nice to your wife! The restaurants are closed": Can Gender Stereotype Detection Improve Sexism Classification? - Patricia Chiril; Farah Benamara; Véronique Moriceau (EMNLP (Findings), 2021)

Multilevel Entity-Informed Business Relation Extraction. - Hadjer Khaldi; Farah Benamara; Amine Abdaoui; Nathalie Aussenac-Gilles; EunBee Kang (NLDB, 2021)

Multi-level embeddings for processing Arabic social media contents. - Leila Moudjari; Farah Benamara; Karima Akli-Astouati (Comput. Speech Lang., 2021)

Are Sudden Crises Making me Collapse? Measuring Transfer Learning Performances on Urgency Detection. - Nils Bourgon; Farah Benamara; Alda Mari; Véronique Moriceau; Gaetan Chevalier; Laurent Leygue; Yasmine Djadda (ISCRAM, 2022)

How's Business Going Worldwide ? A Multilingual Annotated Corpus for Business Relation Extraction. - Hadjer Khaldi; Farah Benamara; Camille Pradel; Grégoire Sigel; Nathalie Aussenac-Gilles (LREC, 2022)

Give me your Intentions, I'll Predict our Actions: A Two-level Classification of Speech Acts for Crisis Management in Social Media. - Enzo Laurenti; Nils Bourgon; Farah Benamara; Alda Mari; Véronique Moriceau; Camille Courgeon (LREC, 2022)

Automatic Detection of Stigmatizing Uses of Psychiatric Terms on Twitter. - Véronique Moriceau; Farah Benamara; Abdelmoumene Boumadane (LREC, 2022)

Speech acts and Communicative Intentions for Urgency Detection. - Enzo Laurenti; Nils Bourgon; Farah Benamara; Alda Mari; Véronique Moriceau; Camille Courgeon (*SEM@NAACL-HLT, 2022)

Emotionally Informed Hate Speech Detection: A Multi-target Perspective. - Patricia Chiril; Endang Wahyu Pamungkas; Farah Benamara; Véronique Moriceau; Viviana Patti (Cogn. Comput., 2022)

What Did You Learn To Hate? A Topic-Oriented Analysis of Generalization in Hate Speech Detection. - Tom Bourgeade; Patricia Chiril; Farah Benamara; Véronique Moriceau (EACL, 2023)

A Multilingual Dataset of Racial Stereotypes in Social Media Conversational Threads. - Tom Bourgeade; Alessandra Teresa Cignarella; Simona Frenda; Mario Laurent; Wolfgang Schmeisser-Nieto; Farah Benamara; Cristina Bosco; Véronique Moriceau; Viviana Patti; Mariona Taulé (EACL (Findings), 2023)

Topic Refinement in Multi-level Hate Speech Detection. - Tom Bourgeade; Patricia Chiril; Farah Benamara; Véronique Moriceau (ECIR (2), 2023)

Image and Text: Fighting the same Battle? Super Resolution Learning for Imbalanced Text Classification. - Romain Meunier; Farah Benamara; Véronique Moriceau; Patricia Stolf (EMNLP (Findings), 2023)

Classification de tweets en situation d'urgence pour la gestion de crises. - Romain Meunier; Leila Moudjari; Farah Benamara; Véronique Moriceau; Alda Mari; Patricia Stolf (CORIA-TALN (1), 2023)

Humans Need Context, What about Machines? Investigating Conversational Context in Abusive Language Detection. - Tom Bourgeade; Zongmin Li; Farah Benamara; Véronique Moriceau; Jian Su; Aixin Sun (LREC/COLING, 2024)

Construction and Canonicalization of Economic Knowledge Graphs with LLMs. - Hanieh Khorashadizadeh; Nandana Mihindukulasooriya; Nilufar Ranji; Morteza Kamaladdini Ezzabady; Frédéric Ieng; Jinghua Groppe; Farah Benamara; Sven Groppe (KGSWC, 2024)

Towards Generating High-Quality Knowledge Graphs by Leveraging Large Language Models. - Morteza Kamaladdini Ezzabady; Frédéric Ieng; Hanieh Khorashadizadeh; Farah Benamara; Sven Groppe; Soror Sahri (NLDB (1), 2024)

IRIT-MFU Multi-modal systems for emotion classification for Odyssey 2024 challenge. - Adrien Lafore; Clément Pagés; Leila Moudjari; Sebastião Quintas; Hervé Bredin; Thomas Pellegrini; Farah Benamara; Isabelle Ferrané; Jérôme Bertrand; Marie-Françoise Bertrand; Véronique Moriceau; Jérôme Farinas (Odyssey, 2024)

SteRHeotypes Project. Detecting and Countering Ethnic Stereotypes emerging from Italian, Spanish and French Racial hoaxes. - Francesca D'Errico; Cristina Bosco; Marinella Paciello; Farah Benamara; Paolo Giovanni Cicirelli; Viviana Patti; Véronique Moriceau; Mariona Taulé (SEPLN (Projects and Demonstrations), 2024)

Premier système IRIT-MyFamillyUp pour la compétition sur la reconnaissance des émotions Odyssey 2024. - Adrien Lafore; Clément Pagés; Leila Moudjari; Sebastião Quintas; Isabelle Ferrané; Hervé Bredin; Thomas Pellegrini; Farah Benamara; Jérôme Bertrand; Marie-Françoise Bertrand; Véronique Moriceau; Jérôme Farinas (TALN (JEP), 2024)

Research Trends for the Interplay between Large Language Models and Knowledge Graphs. - Hanieh Khorashadizadeh; Fatima Zahra Amara; Morteza Kamaladdini Ezzabady; Frédéric Ieng; Sanju Tiwari; Nandana Mihindukulasooriya; Jinghua Groppe; Soror Sahri; Farah Benamara; Sven Groppe (VLDB Workshops, 2024)

Digging Communicative Intentions: The Case of Crises Events. - Farah Benamara; Alda Mari; Romain Meunier; Véronique Moriceau; Leila Moudjari; Valentin Tinarrage (Dialogue Discourse, 2024)

CrisisTS: Coupling Social Media Textual Data and Meteorological Time Series for Urgency Classification. - Romain Meunier; Farah Benamara; Véronique Moriceau; Zhongzheng Qiao; Savitha Ramasamy (ACL (1), 2025)

Are Dialects Better Prompters? A Case Study on Arabic Subjective Text Classification. - Leila Moudjari; Farah Benamara (ACL (Findings), 2025)

Entity Quality Enhancement in Knowledge Graphs through LLM-based Question Answering. - Morteza Kamaladdini Ezzabady; Farah Benamara (COLING Workshops, 2025)

CDB: A Unified Framework for Hope Speech Detection Through Counterfactual, Desire and Belief. - Tulio Ferreira Leite Da Silva; Gonzalo Freijedo Aduna; Farah Benamara; Alda Mari; Zongmin Li; Li Yue 006; Jian Su (NAACL (Findings), 2025)

EcoRAG: A Multi-hop Economic QA Benchmark for Retrieval Augmented Generation Using Knowledge Graphs. - Hanieh Khorashadizadeh; Sanju Tiwari; Farah Benamara; Nandana Mihindukulasooriya; Jinghua Groppe; Soror Sahri; Morteza Kamaladdini Ezzabady; Frédéric Ieng; Sven Groppe (NLDB (2), 2025)

Stereohoax: a multilingual corpus of racial hoaxes and social media reactions annotated for stereotypes. - Wolfgang S. Schmeisser-Nieto; Alessandra Teresa Cignarella; Tom Bourgeade; Simona Frenda; Alejandro Ariza-Casabona; Mario Laurent; Paolo Giovanni Cicirelli; Andrea Marra; Giuseppe Corbelli; Farah Benamara; Cristina Bosco; Véronique Moriceau; et al. (Lang. Resour. Evaluation, 2025)