| 2021 | ANOVA-SRC-BPSO: a hybrid filter and swarm optimization-based method for gene selection and cancer classification using gene expression profiles. | Salim Sazzed |
| 2021 | A modularized framework for explaining hierarchical attention networks on text classifiers. | Mahtab Sarvmaili, Amlcar Soares, Riccardo Guidotti, Anna Monreale, Fosca Giannotti, Dino Pedreschi, Stan Matwin |
| 2021 | A User-Centered Design of Explainable AI for Clinical Decision Support. | Mozhgan Salimiparsa, Daniel J. Lizotte, Kamran Sedig |
| 2021 | Detection and Identification of Obfuscated Obscene Language with Character Level Transformers. | Tobias Renwick, Denilson Barbosa |
| 2021 | Estimation of Uncertainty Bounds on Disparate Treatment when using Proxies for the Protected Attribute. | Taha Racicot, Richard Khoury, Christophe Pere |
| 2021 | Planning for Connected Agents in a Partially Known Environment. | Arthur Queffelec, Ocan Sankur, Franois Schwarzentruber |
| 2021 | Direct Answer Threshold Optimization in Dialogue Systems. | Marco Peixeiro, Nada Naji, Eric Charton |
| 2021 | Population-Based Risk Prediction Models to Predict and Prevent Premature Mortality in Canadian Cities. | Lief Pagalan |
| 2021 | Class-wise Calibration: A Case Study on COVID-19 Hate Speech. | Stephen Obadinma, Hongyu Guo, Xiaodan Zhu |
| 2021 | Using ProtoPNet for Interpretable Alzheimer's Disease Classification. | Sanaz Mohammadjafari, Mucahit Cevik, Mathusan Thanabalasingam, Ayse Basar, Alzheimer's Disease Neuroimaging Initiative |
| 2021 | On the Role of Orthographic Variations in Building Multidialectal Arabic Word Embeddings. | Abdellah El Mekki, Abdelkader El Mahdaouy, Ismail Berrada, Ahmed Khoumsi |
| 2021 | Sentiment Analysis with Cognitive Attention Supervision. | Erik McGuire, Noriko Tomuro |
| 2021 | Position Encoding Schemes for Linear Aggregation of Word Sequences. | Diego Maupom, Fanny Rancourt, Maxime D. Armstrong, Marie-Jean Meurs |
| 2021 | Leveraging Textual Similarity to Predict Beck Depression Inventory Answers. | Diego Maupom, Maxime D. Armstrong, Fanny Rancourt, Marie-Jean Meurs |
| 2021 | Neural Network Architectures and Feature Extraction for Lumber Production Prediction. | Vincent Martineau, Michael Morin, Jonathan Gaudreault, Philippe Thomas, Hind Bril El Haouzi |
| 2021 | Named Entity Recognition on Software Requirements Specification Documents. | Garima Malik, Mucahit Cevik, Yusef Khedr, Devang Parikh, Ayse Basar |
| 2021 | A Simple and Interpretable Predictive Model for Healthcare. | Subhadip Maji, Raghav Bali, Sree Harsha Ankem, Kishore V. Ayyadevara |
| 2021 | Geo-Team Formation Model for Impromptu Activities. | Maryam MahdavyRad |
| 2021 | General Deep Reinforcement Learning in NES Games. | David Gregory LeBlanc, Greg Lee |
| 2021 | A BERT-based transfer learning approach to text classification on software requirements specifications. | Derya Kici, Garima Malik, Mucahit Cevik, Devang Parikh, Ayse Basar |
| 2021 | Tracking agitation in people living with dementia in a care environment. | Shehroz S. Khan, Thaejaesh Sooriyakumaran, Richard K. Brewer, Sofija Spasojevic, Bing Ye, Kristine Newman, Andrea Iaboni, Alex Mihailidis |
| 2021 | Anomaly Detection Approach to Identify Early Cases in a Pandemic using Chest X-rays. | Shehroz S. Khan, Faraz Khoshbakhtian, Ahmed Bilal Ashraf |
| 2021 | Hierarchical Expert Recommendation on Community Question Answering Platforms. | Amirabbas Jalali, Roy Ka-Wei Lee |
| 2021 | On the Use of Causal Rules to Specify How Trust Impacts Change in Knowledge and Belief. | Aaron Hunter |
| 2021 | Understanding Capacity Saturation in Incremental Learning. | Shenyang Huang, Vincent Franois-Lavet, Guillaume Rabusseau |