| 2026 | CHI | AI Agents and the Future of Deliberation: Designing Human-AI Collaboration for Democratic Dialogue. | Weiyu Zhang, Simon Tangi Perrault, ShunYi Yeo, Jiaxin Pei, Anna De Liddo, Francesco Veri, Maurice Flechtner, Horacio Saggion |
| 2026 | LREC | A Multilingual Human Annotated Corpus of Original and Easy-to-Read Texts to Support Access to Democratic Participatory Processes. | Stefan Bott, Verena Riegler, Horacio Saggion, Almudena Rascn Alcaina, Nouran Khallaf |
| 2025 | EMNLP | UniversalCEFR: Enabling Open Multilingual Research on Language Proficiency Assessment. | Joseph Marvin Imperial, Abdullah Barayan, Regina Stodden, Rodrigo Wilkens, Ricardo Muoz Snchez, Lingyun Gao, Melissa Torgbi, Dawn Knight, Gail Forey, Reka R. Jablonkai, Ekaterina Kochmar, Robert Reynolds, Eugnio Ribeiro, Horacio Saggion, Elena Volodina, Sowmya Vajjala, Thomas Franois, Fernando Alva-Manchego, Harish Tayyar Madabushi |
| 2025 | EMNLP | Attacking Misinformation Detection Using Adversarial Examples Generated by Language Models. | Piotr Przybyla, Euan McGill, Horacio Saggion |
| 2025 | INLG | Towards Trustworthy Lexical Simplification: Exploring Safety and Efficiency with Small LLMs. | Akio Hayakawa, Stefan Bott, Horacio Saggion |
| 2025 | RANLP | Investigating Large Language Models' (LLMs) Capabilities for Sexism Detection on a Low-Resource Language. | Lutfiye Seda Mut Altin, Horacio Saggion |
| 2025 | RANLP | The Impact of Named Entity Recognition on Transformer-Based Multi-Label Dietary Recipe Classification. | Kemalcan Bora, Horacio Saggion |
| 2024 | EAMT | Bootstrapping Pre-trained Word Embedding Models for Sign Language Gloss Translation. | Euan McGill, Luis Chiruzzo, Horacio Saggion |
| 2024 | EAMT | SignON - a Co-creative Machine Translation for Sign and Spoken Languages (end-of-project results, contributions and lessons learned). | Dimitar Shterionov, Vincent Vandeghinste, Mirella De Sisto, Aoife Brady, Mathieu De Coster, Lorraine Leeson, Andy Way, Josep Blat, Frankie Picron, Davy Van Landuyt, Marcello Paolo Scipioni, Aditya Parikh, Louis ten Bosch, John O'Flaherty, Joni Dambre, Caro Brosens, Jorn Rijckaert, Vctor Ubieto Nogales, Bram Vanroy, Santiago Egea Gmez, Ineke Schuurman, Gorka Labaka, Adrin Nez-Marcos, Irene Murtagh, Euan McGill, Horacio Saggion |
| 2023 | EAMT | SignON: Sign Language Translation. Progress and challenges. | Vincent Vandeghinste, Dimitar Shterionov, Mirella De Sisto, Aoife Brady, Mathieu De Coster, Lorraine Leeson, Josep Blat, Frankie Picron, Marcello Paolo Scipioni, Aditya Parikh, Louis ten Bosch, John O'Flaherty, Joni Dambre, Jorn Rijckaert, Bram Vanroy, Vctor Ubieto Nogales, Santiago Egea Gmez, Ineke Schuurman, Gorka Labaka, Adrin Nez-Marcos, Irene Murtagh, Euan McGill, Horacio Saggion |
| 2023 | RANLP | LeSS: A Computationally-Light Lexical Simplifier for Spanish. | Sanja Stajner, Daniel Ibanez, Horacio Saggion |
| 2023 | SIGIR | Creating a Silver Standard for Patent Simplification. | Silvia Casola, Alberto Lavelli, Horacio Saggion |
| 2022 | AAAI | Sentence Simplification Capabilities of Transfer-Based Models. | Sanja Stajner, Kim Cheng Sheang, Horacio Saggion |
| 2022 | COLING | Exploring the limits of a base BART for multi-document summarization in the medical domain. | Ishmael Obonyo, Silvia Casola, Horacio Saggion |
| 2022 | LREC | ALEXSIS: A Dataset for Lexical Simplification in Spanish. | Daniel Ferrs, Horacio Saggion |
| 2022 | LREC | Challenges with Sign Language Datasets for Sign Language Recognition and Translation. | Mirella De Sisto, Vincent Vandeghinste, Santiago Egea Gmez, Mathieu De Coster, Dimitar Shterionov, Horacio Saggion |
| 2022 | NLDB | Linguistically Enhanced Text to Sign Gloss Machine Translation. | Santiago Egea Gmez, Luis Chiruzzo, Euan McGill, Horacio Saggion |
| 2021 | INLG | Controllable Sentence Simplification with a Unified Text-to-Text Transfer Transformer. | Kim Cheng Sheang, Horacio Saggion |
| 2020 | LREC | A Multi-level Annotated Corpus of Scientific Papers for Scientific Document Summarization and Cross-document Relation Discovery. | Ahmed AbuRa'ed, Horacio Saggion, Luis Chiruzzo |
| 2019 | NLDB | Discourse-Driven Argument Mining in Scientific Abstracts. | Pablo Accuosto, Horacio Saggion |
| 2019 | SIGIR | LaSTUS-TALN+INCO @ CL-SciSumm 2019. | Luis Chiruzzo, Ahmed AbuRa'ed, lex Bravo, Horacio Saggion |
| 2018 | COLING | Data-Driven Text Simplification. | Sanja Stajner, Horacio Saggion |
| 2018 | EMNLP | Interpretable Emoji Prediction via Label-Wise Attention LSTMs. | Francesco Barbieri, Luis Espinosa Anke, Jos Camacho-Collados, Steven Schockaert, Horacio Saggion |
| 2018 | LREC | PDFdigest: an Adaptable Layout-Aware PDF-to-XML Textual Content Extractor for Scientific Articles. | Daniel Ferrs, Horacio Saggion, Francesco Ronzano, lex Bravo |
| 2018 | NAACL | Multimodal Emoji Prediction. | Francesco Barbieri, Miguel Ballesteros, Francesco Ronzano, Horacio Saggion |
| 2018 | SIGIR | LaSTUS/TALN+INCO @ CL-SciSumm 2018 - Using Regression and Convolutions for Cross-document Semantic Linking and Summarization of Scholarly Literature. | Ahmed AbuRa'ed, lex Bravo, Luis Chiruzzo, Horacio Saggion |
| 2017 | EACL | Are Emojis Predictable? | Francesco Barbieri, Miguel Ballesteros, Horacio Saggion |
| 2017 | IIWAS | Characterizing mention mismatching problems for improving recognition results. | Jean Carlos Oliveira de Abreu, Renato Fileto, Axel-Cyrille Ngonga Ngomo, Michael Rder, Matthias Wittwer, Horacio Saggion |
| 2017 | RANLP | What Sentence are you Referring to and Why? Identifying Cited Sentences in Scientific Literature. | Ahmed AbuRa'ed, Luis Chiruzzo, Horacio Saggion |
| 2017 | SIGIR | LaSTUS/TALN @ CLSciSumm-17: Cross-document Sentence Matching and Scientific Text Summarization Systems. | Ahmed AbuRa'ed, Luis Chiruzzo, Horacio Saggion, Pablo Accuosto, lex Bravo |
| 2017 | SIGIR | MultiScien: a Bi-Lingual Natural Language Processing System for Mining and Enrichment of Scientific Collections. | Horacio Saggion, Francesco Ronzano, Pablo Accuosto, Daniel Ferrs |
| 2016 | AAAI | ExTaSem! Extending, Taxonomizing and Semantifying Domain Terminologies. | Luis Espinosa Anke, Horacio Saggion, Francesco Ronzano, Roberto Navigli |
| 2016 | COLING | Extending WordNet with Fine-Grained Collocational Information via Supervised Distributional Learning. | Luis Espinosa Anke, Jos Camacho-Collados, Sara Rodrguez-Fernndez, Horacio Saggion, Leo Wanner |
| 2016 | COLING | Natural Language Processing for Intelligent Access to Scientific Information. | Horacio Saggion, Francesco Ronzano |
| 2016 | EMNLP | Supervised Distributional Hypernym Discovery via Domain Adaptation. | Luis Espinosa Anke, Jos Camacho-Collados, Claudio Delli Bovi, Horacio Saggion |
| 2016 | LREC | What does this Emoji Mean? A Vector Space Skip-Gram Model for Twitter Emojis. | Francesco Barbieri, Francesco Ronzano, Horacio Saggion |
| 2016 | LREC | A Multi-Layered Annotated Corpus of Scientific Papers. | Beatrz Fisas, Francesco Ronzano, Horacio Saggion |
| 2016 | LREC | ELMD: An Automatically Generated Entity Linking Gold Standard Dataset in the Music Domain. | Sergio Oramas, Luis Espinosa Anke, Mohamed Sordo, Horacio Saggion, Xavier Serra |
| 2016 | NLDB | YATS: Yet Another Text Simplifier. | Daniel Ferrs, Montserrat Marimon, Horacio Saggion, Ahmed AbuRa'ed |
| 2016 | NLDB | An Empirical Assessment of Citation Information in Scientific Summarization. | Francesco Ronzano, Horacio Saggion |
| 2015 | ACL | A Deeper Exploration of the Standard PB-SMT Approach to Text Simplification and its Evaluation. | Sanja Stajner, Hanna Bchara, Horacio Saggion |
| 2015 | CICLING | Hypernym Extraction: Combining Machine-Learning and Dependency Grammar. | Luis Espinosa Anke, Francesco Ronzano, Horacio Saggion |
| 2015 | DIS | Dr. Inventor Framework: Extracting Structured Information from Scientific Publications. | Francesco Ronzano, Horacio Saggion |
| 2015 | IJCAI | Do We Criticise (and Laugh) in the Same Way? Automatic Detection of Multi-Lingual Satirical News in Twitter. | Francesco Barbieri, Francesco Ronzano, Horacio Saggion |
| 2015 | RANLP | Weakly Supervised Definition Extraction. | Luis Espinosa Anke, Horacio Saggion, Francesco Ronzano |
| 2015 | RANLP | How Topic Biases Your Results? A Case Study of Sentiment Analysis and Irony Detection in Italian. | Francesco Barbieri, Francesco Ronzano, Horacio Saggion |
| 2015 | RANLP | Automatic Text Simplification for Spanish: Comparative Evaluation of Various Simplification Strategies. | Sanja Stajner, Iacer Calixto, Horacio Saggion |
| 2015 | RANLP | Translating from Original to Simplified Sentences using Moses: When does it Actually Work? | Sanja Stajner, Horacio Saggion |
| 2014 | EACL | Modelling Irony in Twitter. | Francesco Barbieri, Horacio Saggion |
| 2014 | LREC | Modelling Irony in Twitter: Feature Analysis and Evaluation. | Francesco Barbieri, Horacio Saggion |
| 2014 | LREC | Can Numerical Expressions Be Simpler? Implementation and Demostration of a Numerical Simplification System for Spanish. | Susana Bautista, Horacio Saggion |
| 2014 | LREC | Creating Summarization Systems with SUMMA. | Horacio Saggion |
| 2014 | NLDB | Applying Dependency Relations to Definition Extraction. | Luis Espinosa Anke, Horacio Saggion |
| 2013 | ASSETS | An iOS reader for people with dyslexia. | Luz Rello, Ricardo Baeza-Yates, Horacio Saggion, Clara Bayarri, Simone Diniz Junqueira Barbosa |
| 2013 | CICLING | Automatic Text Simplification in Spanish: A Comparative Evaluation of Complementing Modules. | Biljana Drndarevic, Sanja Stajner, Stefan Bott, Susana Bautista, Horacio Saggion |
| 2013 | CICLING | The Impact of Lexical Simplification by Verbal Paraphrases for People with and without Dyslexia. | Luz Rello, Ricardo Baeza-Yates, Horacio Saggion |
| 2013 | IJCNLP | Readability Indices for Automatic Evaluation of Text Simplification Systems: A Feasibility Study for Spanish. | Sanja Stajner, Horacio Saggion |
| 2013 | Interact | One Half or 50%? An Eye-Tracking Study of Number Representation Readability. | Luz Rello, Susana Bautista, Ricardo Baeza-Yates, Pablo Gervs, Raquel Hervs, Horacio Saggion |
| 2013 | Interact | Frequent Words Improve Readability and Short Words Improve Understandability for People with Dyslexia. | Luz Rello, Ricardo Baeza-Yates, Laura Dempere-Marco, Horacio Saggion |
| 2013 | NAACL | Unsupervised Learning Summarization Templates from Concise Summaries. | Horacio Saggion |
| 2012 | COLING | Can Spanish Be Simpler? LexSiS: Lexical Simplification for Spanish. | Stefan Bott, Luz Rello, Biljana Drndarevic, Horacio Saggion |
| 2012 | ICCHP | Automatic Simplification of Spanish Text for e-Accessibility. | Stefan Bott, Horacio Saggion |
| 2012 | LREC | Text Simplification Tools for Spanish. | Stefan Bott, Horacio Saggion, Simon Mille |
| 2012 | LREC | The CONCISUS Corpus of Event Summaries. | Horacio Saggion, Sandra Szasz |
| 2012 | NAACL | Unsupervised Content Discovery from Concise Summaries. | Horacio Saggion |
| 2012 | NLDB | From Ontology to NL: Generation of Multilingual User-Oriented Environmental Reports. | Nadjet Bouayad-Agha, Gerard Casamayor, Simon Mille, Marco Rospocher, Horacio Saggion, Luciano Serafini, Leo Wanner |
| 2012 | NLDB | Can Text Summaries Help Predict Ratings? A Case Study of Movie Reviews. | Horacio Saggion, Elena Lloret, Manuel Palomar |
| 2011 | ACL | An Unsupervised Alignment Algorithm for Text Simplification Corpus Construction. | Stefan Bott, Horacio Saggion |
| 2011 | CICLING | Learning Predicate Insertion Rules for Document Abstracting. | Horacio Saggion |
| 2011 | NLDB | Invited Talks. | Horacio Saggion |
| 2010 | COLING | Multilingual Summarization Evaluation without Human Models. | Horacio Saggion, Juan-Manuel Torres-Moreno, Iria da Cunha, Eric SanJuan, Patricia Velzquez-Morales |
| 2010 | LREC | Interpreting SentiWordNet for Opinion Classification. | Horacio Saggion, Adam Funk |
| 2010 | LREC | NLP Resources for the Analysis of Patient/Therapist Interviews. | Horacio Saggion, Elena Stein-Sparvieri, David Maldavsky, Sandra Szasz |
| 2010 | NAACL | Human Language Technology for Text-based Analysis of Psychotherapy Sessions in the Spanish Language. | Horacio Saggion, Elena Stein-Sparvieri, David Maldavsky, Sandra Szasz |
| 2008 | ECAI | Ontology-Driven Human Language Technology for Semantic-Based Business Intelligence. | Thierry Declerck, Hans-Ulrich Krieger, Horacio Saggion, Marcus Spies |
| 2008 | IJCNLP | Experiments on Semantic-based Clustering for Cross-document Coreference. | Horacio Saggion |
| 2008 | IJCNLP | Introduction to Text Summarization and Other Information Access Technologies. | Horacio Saggion |
| 2008 | LREC | A Framework for Identity Resolution and Merging for Multi-source Information Extraction. | Milena Yankova, Horacio Saggion, Hamish Cunningham |
| 2006 | LREC | Multilingual Multidocument Summarization Tools and Evaluation. | Horacio Saggion |
| 2006 | LREC | Language Resources for Background Gathering. | Horacio Saggion, Robert J. Gaizauskas |
| 2005 | EPIA | Experiments on Statistical and Pattern-Based Biographical Summarization. | Horacio Saggion, Robert J. Gaizauskas |
| 2004 | FlAIRS | Mining On-line Sources for Definition Knowledge. | Horacio Saggion, Robert J. Gaizauskas |
| 2004 | LREC | MEAD - A Platform for Multidocument Multilingual Text Summarization. | Dragomir R. Radev, Timothy Allison, Sasha Blair-Goldensohn, John Blitzer, Arda elebi, Stanko Dimitrov, Elliott Drbek, Ali Hakim, Wai Lam, Danyu Liu, Jahna Otterbacher, Hong Qi, Horacio Saggion, Simone Teufel, Michael Topper, Adam Winkel, Zhu Zhang |
| 2004 | LREC | Identifying Definitions in Text Collections for Question Answering. | Horacio Saggion |
| 2003 | ACL | Evaluation Challenges in Large-Scale Document Summarization. | Dragomir R. Radev, Simone Teufel, Horacio Saggion, Wai Lam, John Blitzer, Hong Qi, Arda elebi, Danyu Liu, Elliott Drbek |
| 2003 | CICLING | Using Natural Language Processing for Semantic Indexing of Scene-of-Crime Photographs. | Horacio Saggion, Katerina Pastra, Yorick Wilks |
| 2003 | EACL | Robust Generic and Query-based Summarization. | Horacio Saggion, Kalina Bontcheva, Hamish Cunningham |
| 2003 | EACL | Event-Coreference across Multiple, Multi-lingual Sources in the Mumis Project. | Horacio Saggion, Hamish Cunningham, Jan Kuper, Thierry Declerck, Peter Wittenburg |
| 2003 | EACL | NLP for Indexing and Retrieval of Captioned Photographs. | Horacio Saggion, Katerina Pastra, Yorick Wilks |
| 2003 | IJCAI | Intelligent Multimedia Indexing and Retrieval through Multi-source Information Extraction and Merging. | Jan Kuper, Horacio Saggion, Hamish Cunningham, Thierry Declerck, Franciska de Jong, Dennis Reidsma, Yorick Wilks, Peter Wittenburg |
| 2002 | COLING | Meta-evaluation of Summaries in a Cross-lingual Environment using Content-based Metrics. | Horacio Saggion, Dragomir R. Radev, Simone Teufel, Wai Lam |
| 2002 | LREC | Extracting Information for Automatic Indexing of Multimedia Material. | Horacio Saggion, Hamish Cunningham, Diana Maynard, Kalina Bontcheva, Oana Hamza, Cristian Ursu, Yorick Wilks |
| 2002 | LREC | Developing Infrastructure for the Evaluation of Single and Multi-document Summarization Systems in a Cross-lingual Environment. | Horacio Saggion, Dragomir R. Radev, Simone Teufel, Wai Lam, Stephanie M. Strassel |
| 2002 | NLDB | Access to Multimedia Information through Multisource and Multilanguage Information Extraction. | Horacio Saggion, Hamish Cunningham, Kalina Bontcheva, Diana Maynard, Cristian Ursu, Oana Hamza, Yorick Wilks |
| 1999 | ACL | Using Linguistic Knowledge in Automatic Abstracting. | Horacio Saggion |