2020: Academic Tutor
2018 - 2019: Academic Tutor
Vincent Nguyen, Willow Hallgren, Ashley Harkin, Mahesh Prakash, Sarvnaz Karimi, "Question Answering in Climate Adaptation for Agriculture: Model Development and Evaluation with Expert Feedback." In the proceedings of Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025), 2025.
Vincent Nguyen, Sarvnaz Karimi, Willow Hallgren, Mahesh Prakash, "My Climate CoPilot: A Question Answering System for Climate Adaptation in Agriculture." In the proceedings of Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025), 2025.
Tomas Turek, Shakila Tonni, Vincent Nguyen, Huichen Yang, Sarvnaz Karimi, "CSIRO-LT at SemEval-2025 Task 8: Answering Questions over Tabular Data using LLMs." In the proceedings of Proceedings of the 19th International Workshop on Semantic Evaluation (SemEval-2025), 2025.
Jiyu Chen, Vincent Nguyen, Xiang Dai, Diego Molla-Aliod, Cecile Paris, Sarvnaz Karimi, "Exploring Instructive Prompts for Large Language Models in the Extraction of Evidence for Supporting Assigned Suicidal Risk Levels." In the proceedings of Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024), 2024.
Hashem Hijazi, Diego Molla, Vincent Nguyen, Sarvnaz Karimi, "Using Large Language Models to Evaluate Biomedical Query-Focused Summarisation." In the proceedings of Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024.
Necva B{\"o}l{\"u}c{\"u}, Vincent Nguyen, Roelien Timmer, Huichen Yang, Maciej Rybinski, Stephen Wan, Sarvnaz Karimi, "CSIRO at Context24: Contextualising Scientific Figures and Tables in Scientific Literature." In the proceedings of Proceedings of the Fourth Workshop on Scholarly Document Processing (SDP 2024), 2024.
Vincent Nguyen, Sarvnaz Karimi, Maciej Rybinski, Zhenchang Xing, "MedRedQA for Medical Consumer Question Answering: Dataset, Tasks, and Neural Baselines." In the proceedings of Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), 2023.
Maciej Rybinski, Vincent Nguyen, Sarvnaz Karimi, "A Self-Learning Resource-Efficient Re-Ranking Method for Clinical Trials Search." In the proceedings of Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023.
Vincent Nguyen, Sarvnaz Karimi, Maciej Rybinski, Zhenchang Xing, "Cross-Domain Language Modeling: An Empirical Investigation." In the proceedings of Proceedings of the 19th Annual Workshop of the Australasian Language Technology Association, 2021.
Vincent Nguyen, Sarvnaz Karimi, Zhenchang Xing, "Combining Shallow and Deep Representations for Text-Pair Classification." In the proceedings of Proceedings of the 19th Annual Workshop of the Australasian Language Technology Association, 2021.
Vincent Nguyen, Maciek Rybinski, Sarvnaz Karimi, Zhenchang Xing, "Pandemic Literature Search: Finding Information on COVID-19." In the proceedings of Proceedings of the 18th Annual Workshop of the Australasian Language Technology Association, 2020.
Vincent Nguyen, Sarvnaz Karimi, Zhenchang Xing, "Investigating the Effect of Lexical Segmentation in Transformer-based Models on Medical Datasets." In the proceedings of Proceedings of the The 17th Annual Workshop of the Australasian Language Technology Association, 2019.
Vincent Nguyen, Sarvnaz Karimi, Zhenchang Xing, "ANU-CSIRO at MEDIQA 2019: Question Answering Using Deep Contextual Knowledge." In the proceedings of Proceedings of the 18th BioNLP Workshop and Shared Task, 2019.
Vincent Nguyen, "Question Answering in the Biomedical Domain." In the proceedings of Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2019.
Vincent Nguyen, Sarvnaz Karimi, Sara Falamaki, Cecile Paris, "Benchmarking Clinical Decision Support Search." Computing Research Repository, 2018.
Sarvnaz Karimi, Vincent Nguyen, Falk Scholer, Brian Jin, Sara Falamaki, "A2A: Benchmark Your Clinical Decision Support Search." In the proceedings of The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018.
Vincent Nguyen, Sarvnaz Karimi, Sara Falamaki, Diego Molla, Cecile Paris, Stephen Wan, "CSIRO at 2017 TREC Precision Medicine Track." In the proceedings of The Twenty-Sixth Text REtrieval Conference (TREC 2017) Proceedings, 2017.
Sarvnaz Karimi, Sara Falamaki, Vincent Nguyen, "CSIRO at TREC Clinical Decision Support Track." In the proceedings of The Twenty-Sixth Text REtrieval Conference (TREC 2017) Proceedings, 2016.