Vincent Nguyen

14 papers · 2016–2025 · 8 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (36)

💎 Century Club · Bronze 🌈 Renaissance Researcher (5) 🗃️ Keyword Collector (71)

Venues

ACL (7) CVPR (1) EACL (1) EMNLP (1) IJCNLP (1) JMLR (1) SemEval (1) WACV (1)

Top co-authors

Sarvnaz Karimi (9) Mahesh Prakash (3) Willow Hallgren (3) Zhenchang Xing (2) Ashley Harkin (2) Maciej Rybinski (2) Huichen Yang (2) Jiyu Chen (1) Sainan Liu (1) Isaac Rehg (1)

Research topics

Natural Language Processing (9) Applications (8) Machine Learning (5) Artificial Intelligence (4) Deep Learning (4) Core AI (4) Learning Types (4) Resources & Methods (4) Healthcare & Medicine (2) Application Areas (2) Architectures (2) Clinical (2) Generation (2) Learning Paradigms (2) Models (2)

Keywords

question answering (6) large language model (5) climate adaptation (3) evidence extraction (2) scientific literature (2) few-shot learning (1) zero-shot learning (1) contrastive learning (1) symbolic reasoning (1) object recognition (1) claim verification (1) information extraction (1) catastrophic forgetting (1) prompt engineering (1) named entity recognition (1) bayesian inference (1) neural machine translation (1) text generation (1) 3d vision (1) multilingual translation (1)

Papers

CSIRO LT at SemEval-2025 Task 8: Answering Questions over Tabular Data using LLMs SemEval 2025 Memory-Efficient Continual Learning with Neural Collapse Contrastive WACV 2025 My Climate CoPilot: A Question Answering System for Climate Adaptation in Agriculture ACL 2025 Question Answering in Climate Adaptation for Agriculture: Model Development and Evaluation with Expert Feedback ACL 2025 CSIRO at Context24: Contextualising Scientific Figures and Tables in Scientific Literature ACL 2024 Exploring Instructive Prompts for Large Language Models in the Extraction of Evidence for Supporting Assigned Suicidal Risk Levels EACL 2024 My Climate Advisor: An Application of NLP in Climate Adaptation for Agriculture ACL 2024 Using Large Language Models to Evaluate Biomedical Query-Focused Summarisation ACL 2024 MedRedQA for Medical Consumer Question Answering: Dataset, Tasks, and Neural Baselines IJCNLP 2023 Recognizing Objects From Any View With Object and Viewer-Centered Representations CVPR 2020 The Ubiqus English-Inuktitut System for WMT20 EMNLP 2020 ANU-CSIRO at MEDIQA 2019: Question Answering Using Deep Contextual Knowledge ACL 2019 Question Answering in the Biomedical Domain ACL 2019 Cross-Corpora Unsupervised Learning of Trajectories in Autism Spectrum Disorders JMLR 2016