| 2023 | HCI | Introducing CALMED: Multimodal Annotated Dataset for Emotion Detection in Children with Autism. | Annanda Sousa, Karen Young, Mathieu d'Aquin, Manel Zarrouk, Jennifer Holloway |
| 2021 | ACL | LUX (Linguistic aspects Under eXamination): Discourse Analysis for Automatic Fake News Classification. | Lucas Azevedo, Mathieu d'Aquin, Brian Davis, Manel Zarrouk |
| 2020 | IJCAI | Person-Independent Multimodal Emotion Detection for Children with High-Functioning Autism. | Annanda Sousa, Mathieu d'Aquin, Manel Zarrouk, Jennifer Holloway |
| 2020 | LREC | From Linguistic Research Projects to Language Technology Platforms: A Case Study in Learner Data. | Annanda Sousa, Nicolas Ballier, Thomas Gaillat, Bernardo Stearns, Manel Zarrouk, Andrew J. Simpkin, Manon Bouy |
| 2018 | ACL | Implicit and Explicit Aspect Extraction in Financial Microblogs. | Thomas Gaillat, Bernardo Stearns, Gopal Sridhar, Ross McDermott, Manel Zarrouk, Brian Davis |
| 2018 | LREC | SemR-11: A Multi-Lingual Gold-Standard for Semantic Similarity and Relatedness for Eleven Languages. | Siamak Barzegar, Brian Davis, Manel Zarrouk, Siegfried Handschuh, Andr Freitas |
| 2018 | LREC | The SSIX Corpora: Three Gold Standard Corpora for Sentiment Analysis in English, Spanish and German Financial Microblogs. | Thomas Gaillat, Manel Zarrouk, Andr Freitas, Brian Davis |
| 2018 | WWW | WWW'18 Open Challenge: Financial Opinion Mining and Question Answering. | Macedo Maia, Siegfried Handschuh, Andr Freitas, Brian Davis, Ross McDermott, Manel Zarrouk, Alexandra Balahur |
| 2014 | CICLING | Spreading Relation Annotations in a Lexical Semantic Network Applied to Radiology. | Lionel Ramadier, Manel Zarrouk, Mathieu Lafourcade, Antoine Micheau |
| 2014 | COLING | Inferring Knowledge with Word Refinements in a Crowdsourced Lexical-Semantic Network. | Manel Zarrouk, Mathieu Lafourcade |
| 2014 | EACL | About Inferences in a Crowdsourced Lexical-Semantic Network. | Mathieu Lafourcade, Manel Zarrouk, Alain Joubert |
| 2014 | LREC | Relation Inference in Lexical Networks ... with Refinements. | Manel Zarrouk, Mathieu Lafourcade |
| 2013 | RANLP | Inductive and deductive inferences in a Crowdsourced Lexical-Semantic Network. | Manel Zarrouk, Mathieu Lafourcade, Alain Joubert |