| 2026 | ACL | Diving into the Decoding Space of Non-Autoregressive Models via Lexically Constrained Search. | Chenyang Huang, Osmar Zaane |
| 2026 | AIME | Can LLMs Mimic Experienced Neurosurgeons in Real-World Spine Surgery Triage? | Mahvash Siavashpour, Erin McCabe, Andrew Nataraj, Niketh Pareek, Osmar Zaane, Douglas P. Gross |
| 2025 | AI | Faithful Perturbations and Evaluations for Post-Hoc Local Explanation Methods. | Iain Smith, Osmar Zaane |
| 2024 | ACL | OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection. | Chenyang Huang, Abbas Ghaddar, Ivan Kobyzev, Mehdi Rezagholizadeh, Osmar Zaane, Boxing Chen |
| 2024 | ECAI | SETTP: Style Extraction and Tunable Inference via Dual-Level Transferable Prompt Learning. | Chunzhen Jin, Yongfeng Huang, Yaqi Wang, Peng Cao, Osmar Zaane |
| 2023 | AI | Exploring Preferential Label Smoothing for Neural Network-based Classifiers. | Paritosh Goyal, Chenyang Huang, Amine Trabelsi, Osmar Zaane |
| 2023 | IJCNLP | Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation. | Chenyang Huang, Fei Huang, Zaixiang Zheng, Osmar Zaane, Hao Zhou, Lili Mou |
| 2023 | SAC | Classification by Frequent Association Rules. | Md Rayhan Kabir, Osmar Zaane |
| 2022 | AAAI | UofA-Truth at Factify 2022 : A Simple Approach to Multi-Modal Fact-Checking. | Abhishek Dhankar, Osmar Zaane, Franois Bolduc |
| 2022 | LREC | Enhanced Entity Annotations for Multilingual Corpora. | Michael Strobl, Amine Trabelsi, Osmar Zaane |
| 2022 | NLDB | Named Entity Recognition for Partially Annotated Datasets. | Michael Strobl, Amine Trabelsi, Osmar Zaane |
| 2021 | CIKM | Simulated Annealing for Emotional Dialogue Systems. | Chengzhang Dong, Chenyang Huang, Osmar Zaane, Lili Mou |
| 2021 | EMNLP | Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding. | Nouha Dziri, Andrea Madotto, Osmar Zaane, Avishek Joey Bose |
| 2021 | ICTAI | Analysis of COVID-19 Misinformation in Social Media using Transfer Learning. | Abhishek Dhankar, Hamman Samuel, Fahim Hassan, Nawshad Farruque, Franois Bolduc, Osmar Zaane |
| 2019 | CICLING | Basic and Depression Specific Emotions Identification in Tweets: Multi-label Classification Experiments. | Nawshad Farruque, Chenyang Huang, Osmar Zaane, Randy Goebel |
| 2012 | ICCE | Intelligent feedback polarity and timing selection in the Shufti Intelligent Tutoring System. | Stuart Johnson, Osmar Zaane |