| 2026 | FDG | Narrative Gold Digging: Sifting and Narrating Stories from a Procedural Simulation. | Jonathan Lessard, Stephen Friedrich, Samuel Par-Chouinard, Leila Kosseim |
| 2026 | LREC | Low-Resource Dialect Adaptation of Large Language Models: A French Dialect Case-Study. | Eeham Khan, Firas Saidani, Owen Van Esbroeck, Richard Khoury, Leila Kosseim |
| 2025 | AI | On the Influence of Discourse Relations in Persuasive Texts. | Nawar Turk, Sevag Kaspar, Leila Kosseim |
| 2025 | RANLP | From Posts to Predictions: A User-Aware Framework for Faithful and Transparent Detection of Mental Health Risks on Social Media. | Hessam Amini, Leila Kosseim |
| 2025 | SIGdial | Multi-Lingual Implicit Discourse Relation Recognition with Multi-Label Hierarchical Learning. | Nelson Filipe Costa, Leila Kosseim |
| 2025 | SIGdial | A Multi-Task and Multi-Label Classification Model for Implicit Discourse Relation Recognition. | Nelson Filipe Costa, Leila Kosseim |
| 2024 | AI | Deep Hedging with Market Impact. | Andrei Neagu, Frdric Godin, Clarence Simard, Leila Kosseim |
| 2023 | RANLP | Mapping Explicit and Implicit Discourse Relations between the RST-DT and the PDTB 3.0. | Nelson Filipe Costa, Nadia Sheikh, Leila Kosseim |
| 2023 | RANLP | Discourse Analysis of Argumentative Essays of English Learners Based on CEFR Level. | Blaise Hanel, Leila Kosseim |
| 2022 | NLDB | A BERT-Based Approach for Multilingual Discourse Connective Detection. | Thomas Chapados Muermans, Leila Kosseim |
| 2021 | AI | Semantic Similarity Matching Using Contextualized Representations. | Farhood Farahnak, Elham Mohammadi, MohammadReza Davari, Leila Kosseim |
| 2021 | NLDB | Using Document Embeddings for Background Linking of News Articles. | Pavel Khloponin, Leila Kosseim |
| 2021 | NLDB | Extracting Facts from Case Rulings Through Paragraph Segmentation of Judicial Decisions. | Andrs Lou, Olivier Salan, Hannes Westermann, Leila Kosseim |
| 2020 | AI | Classification of Rare Recipes Requires Linguistic Features as Special Ingredients. | Elham Mohammadi, Nada Naji, Louis Marceau, Marc Queudot, Eric Charton, Leila Kosseim, Marie-Jean Meurs |
| 2020 | COLING | TIMBERT: Toponym Identifier For The Medical Domain Based on BERT. | MohammadReza Davari, Leila Kosseim, Tien D. Bui |
| 2020 | LREC | On the Creation of a Corpus for Coherence Evaluation of Discursive Units. | Elham Mohammadi, Timothe Beiko, Leila Kosseim |
| 2020 | LREC | Cooking Up a Neural-based Model for Recipe Classification. | Elham Mohammadi, Nada Naji, Louis Marceau, Marc Queudot, Eric Charton, Leila Kosseim, Marie-Jean Meurs |
| 2020 | NLDB | Towards Explainability in Using Deep Learning for the Detection of Anorexia in Social Media. | Hessam Amini, Leila Kosseim |
| 2019 | CICLING | Toponym Identification in Epidemiology Articles - A Deep Learning Approach. | MohammadReza Davari, Leila Kosseim, Tien D. Bui |
| 2019 | CICLING | Opinion Spam Detection with Attention-Based LSTM Networks. | Zeinab Sedighi, Hossein Ebrahimpour-Komleh, Ayoub Bagheri, Leila Kosseim |
| 2019 | EMNLP | The Concordia NLG Surface Realizer at SRST 2019. | Farhood Farahnak, Laya Rafiee, Leila Kosseim, Thomas Fevens |
| 2019 | FlAIRS | Opinion Spam Detection with Attention-Based Neural Networks. | Zeinab Sedighi, Hossein Ebrahimpour-Komleh, Ayoub Bagheri, Leila Kosseim |
| 2019 | RANLP | Neural Feature Extraction for Contextual Emotion Detection. | Elham Mohammadi, Hessam Amini, Leila Kosseim |
| 2018 | LREC | Attention for Implicit Discourse Relation Recognition. | Andre Cianflone, Leila Kosseim |
| 2018 | NLDB | Semantic Mapping of Security Events to Known Attack Patterns. | Xiao Ma, Elnaz Davoodi, Leila Kosseim, Nicandro Scarabeo |
| 2017 | RANLP | Automatic Identification of AltLexes using Monolingual Parallel Corpora. | Elnaz Davoodi, Leila Kosseim |
| 2017 | RANLP | Argument Labeling of Explicit Discourse Relations using LSTM Neural Networks. | Sohail Hooda, Leila Kosseim |
| 2017 | RANLP | Improving Discourse Relation Projection to Build Discourse Annotated Corpora. | Majid Laali, Leila Kosseim |
| 2017 | SIGdial | Automatic Mapping of French Discourse Connectives to PDTB Discourse Relations. | Majid Laali, Leila Kosseim |
| 2016 | CICLING | Classification of Textual Genres Using Discourse Information. | Elnaz Davoodi, Leila Kosseim, Flix-Herv Bachand, Majid Laali, Emmanuel Argollo |
| 2016 | CoNLL | The CLaC Discourse Parser at CoNLL-2016. | Majid Laali, Andre Cianflone, Leila Kosseim |
| 2016 | SIGdial | On the Contribution of Discourse Structure on Text Complexity Assessment. | Elnaz Davoodi, Leila Kosseim |
| 2015 | CoNLL | The CLaC Discourse Parser at CoNLL-2015. | Majid Laali, Elnaz Davoodi, Leila Kosseim |
| 2014 | CICLING | An Investigation on the Influence of Genres and Textual Organisation on the Use of Discourse Relations. | Flix-Herv Bachand, Elnaz Davoodi, Leila Kosseim |
| 2014 | CICLING | Evaluation of Sentence Compression Techniques against Human Performance. | Prasad Perera, Leila Kosseim |
| 2014 | COLING | Inducing Discourse Connectives from Parallel Texts. | Majid Laali, Leila Kosseim |
| 2013 | IJCNLP | Measuring the Effect of Discourse Relations on Blog Summarization. | Shamima Mithun, Leila Kosseim |
| 2013 | NLDB | Evaluating Syntactic Sentence Compression for Text Summarisation. | Prasad Perera, Leila Kosseim |
| 2013 | RANLP | Using a Weighted Semantic Network for Lexical Semantic Relatedness. | Reda Siblini, Leila Kosseim |
| 2012 | NAACL | Discrepancy Between Automatic and Manual Evaluation of Summaries. | Shamima Mithun, Leila Kosseim, Prasad Perera |
| 2012 | RE | LASR: A tool for large scale annotation of software requirements. | Ishrar Hussain, Olga Ormandjieva, Leila Kosseim |
| 2011 | CICLING | Comparing Approaches to Tag Discourse Relations. | Shamima Mithun, Leila Kosseim |
| 2011 | RANLP | Discourse Structures to Reduce Discourse Incoherence in Blog Summarization. | Shamima Mithun, Leila Kosseim |
| 2010 | NLDB | Towards Approximating COSMIC Functional Size from User Requirements in Agile Development Processes Using Text Mining. | Ishrar Hussain, Leila Kosseim, Olga Ormandjieva |
| 2009 | CICLING | AORTE for Recognizing Textual Entailment. | Reda Siblini, Leila Kosseim |
| 2009 | MMSP | Semantic inter-media image retrieval in photographic collections. | Osama El Demerdash, Leila Kosseim, Sabine Bergler |
| 2008 | LREC | Answering List Questions using Co-occurrence and Clustering. | Majid Razmara, Leila Kosseim |
| 2008 | NLDB | Using Linguistic Knowledge to Classify Non-functional Requirements in SRS documents. | Ishrar Hussain, Leila Kosseim, Olga Ormandjieva |
| 2007 | CICLING | A Little Known Fact Is ... Answering | Majid Razmara, Leila Kosseim |
| 2006 | AI | Using Natural Language Processing to Assist the Visually Handicapped in Writing Compositions. | Jacques Chelin, Leila Kosseim, Thiruvengadam Radhakrishnan |
| 2006 | CICLING | Automatic Acquisition of Semantic-Based Question Reformulations for Question Answering. | Jamileh Yousefi, Leila Kosseim |
| 2006 | FOIS | Using Selectional Restrictions to Query an OWL Ontology. | Leila Kosseim, Reda Siblini, Christopher J. O. Baker, Sabine Bergler |
| 2006 | NLDB | Using Semantic Constraints to Improve Question Answering. | Jamileh Yousefi, Leila Kosseim |
| 2005 | AI | Generating Adaptive Multimedia Presentations Based on a Semiotic Framework. | Osama El Demerdash, Sabine Bergler, Leila Kosseim, P. Karen Langshaw |
| 2003 | AI | Answer Formulation for Question-Answering. | Leila Kosseim, Luc Plamondon, Louis-Julien Guillemette |
| 2003 | NLDB | NLIDB Templates for Semantic Parsing. | Niculae Stratica, Leila Kosseim, Bipin C. Desai |
| 2002 | AI | QUANTUM: A Function-Based Question Answering System. | Luc Plamondon, Leila Kosseim |
| 2000 | NLDB | Using Information Extraction and Natural Language Generation to Answer E-Mail. | Leila Kosseim, Stphane Beauregard, Guy Lapalme |
| 1994 | INLG | Content and Rhetorical Status Selection in Instructional Texts. | Leila Kosseim, Guy Lapalme |