| 2026 | FlAIRS | Explainable Neural Text Classifiers. | Diana Inkpen |
| 2026 | LREC | Do Language Models Know Theo Has a Wife? Investigating the Proviso Problem. | Tara Azin, Daniel Dumitrescu, Diana Inkpen, Raj Singh |
| 2026 | WWW | SoftHateBench: Evaluating Moderation Models Against Reasoning-Driven, Policy-Compliant Hostility. | Xuanyu Su, Diana Inkpen, Nathalie Japkowicz |
| 2025 | AI | Let's CONFER: A Dataset for Evaluating Natural Language Inference Models on CONditional InFERence and Presupposition. | Tara Azin, Daniel Dumitrescu, Diana Inkpen, Raj Singh |
| 2025 | AI | Enhancing Legal Text Entailment: Evaluating Model Architectures, Training Approaches, and Interpretability. | Michel Custeau, Diana Inkpen |
| 2025 | NAACL | A Context-Aware Contrastive Learning Framework for Hateful Meme Detection and Segmentation. | Xuanyu Su, Yansong Li, Diana Inkpen, Nathalie Japkowicz |
| 2024 | AI | CanAL: a Canadian Appeal Law Legal Language Model for Legal Judgment Prediction. | Intisar Almuslim, Diana Inkpen |
| 2024 | AI | Alcohol Use Estimators within the Canadian Population using Deep Learning on Social Media Data. | Doaa Ibrahim, Diana Inkpen, Hussein Al Osman |
| 2024 | AI | Instruction Tuning of LLMs for Multi-label Emotion Classification in Social Media Content. | Muhammad Hammad Fahim Siddiqui, Diana Inkpen, Alexander F. Gelbukh |
| 2024 | AI | Explainable Prompt-based Approaches for Sentiment Analysis of Movie Reviews. | Sean Stilwell, Diana Inkpen |
| 2024 | EMNLP | Topic Modeling: Contextual Token Embeddings Are All You Need. | Dimo Angelov, Diana Inkpen |
| 2024 | IV | Detecting Multiple Mental Health Disorders with Large Language Models. | Mehul Nanda, Diana Inkpen, Aroldo Dargel |
| 2024 | IV | Towards Interpretable Emotion Classification: Evaluating LIME, SHAP, and Generative AI for Decision Explanations. | Muhammad Hammad Fahim Siddiqui, Diana Inkpen, Alexander F. Gelbukh |
| 2023 | FlAIRS | Improving Word Embedding Using Variational Dropout. | Zainab Albujasim, Diana Inkpen, Xuejun Han, Yuhong Guo |
| 2023 | ICAISC | Cannabis Use Estimators Within Canadian Population Using Social Media Based on Deep Learning Tools. | Doaa Ibrahim, Diana Inkpen, Hussein Al Osman |
| 2022 | AISTATS | Co-Regularized Adversarial Learning for Multi-Domain Text Classification. | Yuan Wu, Diana Inkpen, Ahmed El-Roby |
| 2022 | FlAIRS | Generative Adversarial learning with Negative Data Augmentation for Semi-supervised Text Classification. | Shahriar Shayesteh, Diana Inkpen |
| 2022 | ICAISC | Identifying Cannabis Use Risk Through Social Media Based on Deep Learning Methods. | Doaa Ibrahim, Diana Inkpen, Hussein Al Osman |
| 2022 | ICASSP | Maximum Batch Frobenius Norm for Multi-Domain Text Classification. | Yuan Wu, Diana Inkpen, Ahmed El-Roby |
| 2022 | IV | Evaluation of Deep Learning Context-Sensitive Visualization Models. | Andrew Dunn, Diana Inkpen, Razvan Andonie |
| 2022 | WWW | MAISoN'22: 8th International Workshop on Mining Actionable Insights from Social Networks Special Edition on Mental Health and Social Media. | Ebrahim Bagheri, Diana Inkpen, Christopher C. Yang, Fattane Zarrinkalam |
| 2021 | AAAI | On the Softmax Bottleneck of Recurrent Language Models. | Dwarak Govind Parthiban, Yongyi Mao, Diana Inkpen |
| 2021 | ACL | P-Stance: A Large Dataset for Stance Detection in Political Domain. | Yingjie Li, Tiberiu Sosea, Aditya Sawant, Ajith Jayaraman Nair, Diana Inkpen, Cornelia Caragea |
| 2021 | ICASSP | Mixup Regularized Adversarial Networks for Multi-Domain Text Classification. | Yuan Wu, Diana Inkpen, Ahmed El-Roby |
| 2021 | ICWSM | The 6th InternationalWorkshop on Mining Actionable Insights from Social Networks (MAISoN 2021): Special Edition on Healthcare Social Analytics. | Ebrahim Bagheri, Diana Inkpen, Christopher C. Yang, Fattane Zarrinkalam |
| 2021 | IV | Context-Sensitive Visualization of Deep Learning Natural Language Processing Models. | Andrew Dunn, Diana Inkpen, Razvan Andonie |
| 2020 | AAAI | Detecting Disclosure and Support via Deep Multi-Task Learning. | Weizhao Xin, Diana Inkpen |
| 2020 | AI | The K-Closest Resemblance Classifier for Remote Sensing Data. | Nabil Belacel, Cheng Duan, Diana Inkpen |
| 2020 | ECCV | Dual Mixup Regularized Learning for Adversarial Domain Adaptation. | Yuan Wu, Diana Inkpen, Ahmed El-Roby |
| 2019 | AAAI | Happiness Ingredients Detection using Multi-Task Deep Learning. | Weizhao Xin, Diana Inkpen |
| 2019 | SAC | Study of linguistic features incorporated in a literary book recommender system. | Haifa Alharthi, Diana Inkpen |
| 2018 | ACL | Neural Natural Language Inference Models Enhanced with External Knowledge. | Qian Chen, Xiaodan Zhu, Zhen-Hua Ling, Diana Inkpen, Si Wei |
| 2018 | COLING | Authorship Identification for Literary Book Recommendations. | Haifa Alharthi, Diana Inkpen, Stan Szpakowicz |
| 2018 | COLING | Cyberbullying Intervention Based on Convolutional Neural Networks. | Qianjia Huang, Diana Inkpen, Jianhong Zhang, David Van Bruwaene |
| 2018 | COLING | Cyber-aggression Detection using Cross Segment-and-Concatenate Multi-Task Learning from Text. | Ahmed Husseini Orabi, Mahmoud Husseini Orabi, Qianjia Huang, Diana Inkpen, David Van Bruwaene |
| 2018 | DSAA | Environmental and Geo-Spatial Data Analytics (EnGeoData'2018). | Maguelonne Teisseire, Mathieu Roche, Diana Inkpen |
| 2018 | FlAIRS | Metaphor Detection by Deep Learning and the Place of Poetic Metaphor in Digital Humanities. | Chris Tanasescu, Vaibhav Kesarwani, Diana Inkpen |
| 2017 | ACL | Enhanced LSTM for Natural Language Inference. | Qian Chen, Xiaodan Zhu, Zhen-Hua Ling, Si Wei, Hui Jiang, Diana Inkpen |
| 2017 | AI | Using Cognitive Computing to Get Insights on Personality Traits from Twitter Messages. | Romualdo Alves Pereira Junior, Diana Inkpen |
| 2017 | CogSIMA | Soft-data-driven resource management for concurrent maritime security operations. | Alex Plachkov, Voicu Groza, Diana Inkpen, Emil M. Petriu, Rami S. Abielmona, Moufid Harb, Rafael Falcon |
| 2017 | EACL | A Dataset for Multi-Target Stance Detection. | Parinaz Sobhani, Diana Inkpen, Xiaodan Zhu |
| 2017 | SIGIR | Unsupervised Topic Modelling in a Book Recommender System for New Users. | Haifa Alharthi, Diana Inkpen, Stan Szpakowicz |
| 2016 | AI | Poetry Chronological Classification: Hafez. | Arya Rahgozar, Diana Inkpen |
| 2016 | FlAIRS | Automatic Classification of Poetry by Meter and Rhyme. | Chris Tanasescu, Bryan Paget, Diana Inkpen |
| 2016 | GECCO | Automatic Course of Action Generation using Soft Data for Maritime Domain Awareness. | Alex Plachkov, Rami S. Abielmona, Moufid Harb, Rafael Falcon, Diana Inkpen, Voicu Groza, Emil M. Petriu |
| 2015 | CICLING | Content-Based Recommender System Enriched with Wordnet Synsets. | Haifa Alharthi, Diana Inkpen |
| 2015 | CICLING | Inferring Aspect-Specific Opinion Structure in Product Reviews Using Co-training. | Dave Carter, Diana Inkpen |
| 2015 | CICLING | Detecting Emotion Stimuli in Emotion-Bearing Sentences. | Diman Ghazi, Diana Inkpen, Stan Szpakowicz |
| 2015 | CICLING | Detecting and Disambiguating Locations Mentioned in Twitter Messages. | Diana Inkpen, Ji Liu, Atefeh Farzindar, Farzaneh Kazemi, Diman Ghazi |
| 2015 | FlAIRS | Multilabel Subject-Based Classification of Poetry. | Andres Lou, Diana Inkpen, Chris Tanasescu |
| 2015 | NAACL | Estimating User Location in Social Media with Stacked Denoising Auto-encoders. | Ji Liu, Diana Inkpen |
| 2015 | NAACL | From Argumentation Mining to Stance Classification. | Parinaz Sobhani, Diana Inkpen, Stan Matwin |
| 2014 | AI | Text Representation Using Multi-level Latent Dirichlet Allocation. | Amir Hossein Razavi, Diana Inkpen |
| 2014 | AI | Combining Textual Pre-game Reports and Statistical Data for Predicting Success in the National Hockey League. | Josh Weissbock, Diana Inkpen |
| 2014 | CogSIMA | Textual risk mining for maritime situational awareness. | Amir Hossein Razavi, Diana Inkpen, Rafael Falcon, Rami S. Abielmona |
| 2013 | AI | General Topic Annotation in Social Networks: A Latent Dirichlet Allocation Approach. | Amir Hossein Razavi, Diana Inkpen, Dmitry Brusilovsky, Lana Bogouslavski |
| 2013 | CICLING | Approaches of Anonymisation of an SMS Corpus. | Namrata Patel, Pierre Accorsi, Diana Inkpen, Cdric Lopez, Mathieu Roche |
| 2013 | IJCNLP | Can I Hear You? Sentiment Analysis on Medical Forums. | Tanveer Ali, David Schramm, Marina Sokolova, Diana Inkpen |
| 2013 | RANLP | Opinion Learning from Medical Forums. | Tanveer Ali, Marina Sokolova, David Schramm, Diana Inkpen |
| 2012 | AI | Searching for Poor Quality Machine Translated Text: Learning the Difference between Human Writing and Machine Translations. | Dave Carter, Diana Inkpen |
| 2012 | AI | Getting Emotional about News Summarization. | Alistair Kennedy, Anna Kazantseva, Diana Inkpen, Stan Szpakowicz |
| 2012 | NAACL | Segmentation Similarity and Agreement. | Chris Fournier, Diana Inkpen |
| 2012 | NAACL | Getting More from Segmentation Evaluation. | Martin Scaiano, Diana Inkpen |
| 2011 | ACII | A Pattern-Based Model for Generating Text to Express Emotion. | Fazel Keshtkar, Diana Inkpen |
| 2011 | AI | Using a Heterogeneous Dataset for Emotion Analysis in Text. | Soumaya Chaffar, Diana Inkpen |
| 2011 | AI | Extracting Relations between Diseases, Treatments, and Tests from Clinical Data. | Oana Frunza, Diana Inkpen |
| 2011 | AI | Correcting Different Types of Errors in Texts. | Aminul Islam, Diana Inkpen |
| 2011 | AI | Comparison of Semantic Similarity for Different Languages Using the Google n-gram Corpus and Second-Order Co-occurrence Measures. | Colette Joubarne, Diana Inkpen |
| 2011 | RANLP | Finding Negative Key Phrases for Internet Advertising Campaigns using Wikipedia. | Martin Scaiano, Diana Inkpen |
| 2010 | AI | Hierarchical Approach to Emotion Recognition and Classification in Texts. | Diman Ghazi, Diana Inkpen, Stan Szpakowicz |
| 2010 | AI | Offensive Language Detection Using Multi-level Classification. | Amir Hossein Razavi, Diana Inkpen, Sasha Uritsky, Stan Matwin |
| 2010 | AI | Automatic Text Segmentation for Movie Subtitles. | Martin Scaiano, Diana Inkpen, Robert Laganire, Adele Reinhartz |
| 2010 | CICLING | Identification of Translationese: A Machine Learning Approach. | Iustina Ilisei, Diana Inkpen, Gloria Corpas Pastor, Ruslan Mitkov |
| 2010 | COLING | Building Systematic Reviews Using Automatic Text Classification Techniques. | Oana Frunza, Diana Inkpen, Stan Matwin |
| 2010 | LREC | Romanian Zero Pronoun Distribution: A Comparative Study. | Claudiu Mihaila, Iustina Ilisei, Diana Inkpen |
| 2009 | AI | Novice-Friendly Natural Language Generation Template Authoring Environment. | Maria Fernanda Caropreso, Diana Inkpen, Shahzad Khan, Fazel Keshtkar |
| 2009 | AI | Classifying Biomedical Abstracts Using Committees of Classifiers and Collective Ranking Techniques. | Alexandre Kouznetsov, Stan Matwin, Diana Inkpen, Amir Hossein Razavi, Oana Frunza, Morvarid Sehatkar, Leanne Seaward, Peter O'Blenis |
| 2009 | AI | Automatic Frame Extraction from Sentences. | Martin Scaiano, Diana Inkpen |
| 2009 | CIKM | Real-word spelling correction using Google web 1Tn-gram data set. | Aminul Islam, Diana Inkpen |
| 2009 | EMNLP | Real-Word Spelling Correction using Google Web 1T 3-grams. | Aminul Islam, Diana Inkpen |
| 2009 | ICDM | Parameterized Contrast in Second Order Soft Co-occurrences: A Novel Text Representation Technique in Text Mining and Knowledge Extraction. | Amir Hossein Razavi, Stan Matwin, Diana Inkpen, Alexandre Kouznetsov |
| 2008 | LREC | Combining Multiple Models for Speech Information Retrieval. | Muath Alzghool, Diana Inkpen |
| 2008 | LREC | Using the Complexity of the Distribution of Lexical Elements as a Feature in Authorship Attribution. | Leanne Spracklin, Diana Inkpen, Amiya Nayak |
| 2006 | LREC | Second Order Co-occurrence PMI for Determining the Semantic Similarity of Words. | Aminul Islam, Diana Inkpen |