Toponym Identification in Epidemiology Articles - A Deep Learning Approach. - MohammadReza Davari; Leila Kosseim; Tien D. Bui (CICLing (2), 2019)

TIMBERT: Toponym Identifier For The Medical Domain Based on BERT. - MohammadReza Davari; Leila Kosseim; Tien D. Bui (COLING, 2020)

Semantic Similarity Matching Using Contextualized Representations. - Farhood Farahnak; Elham Mohammadi; MohammadReza Davari; Leila Kosseim (Canadian AI, 2021)

Probing Representation Forgetting in Supervised and Unsupervised Continual Learning. - MohammadReza Davari; Nader Asadi; Sudhir P. Mudur; Rahaf Aljundi; Eugene Belilovsky (CVPR, 2022)

Reliability of CKA as a Similarity Measure in Deep Learning. - MohammadReza Davari; Stefan Horoi; Amine Natik; Guillaume Lajoie; Guy Wolf; Eugene Belilovsky (ICLR, 2023)

Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning. - Nader Asadi; MohammadReza Davari; Sudhir P. Mudur; Rahaf Aljundi; Eugene Belilovsky (ICML, 2023)

ToxBuster: In-game Chat Toxicity Buster with BERT. - Zachary Yang; Yasmine Maricar; MohammadReza Davari; Nicolas Grenon-Godbout; Reihaneh Rabbany (CoRR, 2023)

Model Breadcrumbs: Scaling Multi-task Model Merging with Sparse Masks. - MohammadReza Davari; Eugene Belilovsky (ECCV (75), 2024)

CLaC at SemEval-2024 Task 2: Faithful Clinical Trial Inference. - Jennifer Marks; MohammadReza Davari; Leila Kosseim (SemEval@NAACL, 2024)

Rethinking Prompt Optimization: Reinforcement, Diversification, and Migration in Blackbox LLMs. - MohammadReza Davari; Utkarsh Garg; Weixin Cai; Eugene Belilovsky (CoRR, 2025)