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On Valency

published · living versions
W_fbccchbz·v1 · currentpublished
Integrating Perception, Comprehension, and Projection for Alert Validation: A Unified Cyber Situational Awareness Framework
with Navodika Karunasingha, Mohan Baruwal Chhetri, Surya Nepal, Salil S. Kanhere
1 version

Preprints & journals

54 papers in the corpus · 1996–2026
Multi-Sourced, Multi-Agent Evidence Retrieval for Fact-Checking2603.00267v1 · Shuzhi Gong, Richard O. Sinnott, Jianzhong Qi et al.2026 · 3 citationsarXiv
Influence of Operator Expertise on Robot Supervision and Intervention2601.15069v2 · Yanran Jiang, Pavan Sikka, Leimin Tian et al.2026 · 0 citationsAustralasian Conference on Robotics and Automation (ACRA), 2025
The Future of Artificial Intelligence in Ecosystem Modeling.41503402 · Spillias, Scott, Trebilco, Rowan, Adams, Matthew P et al.2026 · 8 citationsBioscience. 2026;76(1):57-70
Adversarial Attacks Against Automated Fact-Checking: A Survey2509.08463v1 · Fanzhen Liu, Alsharif Abuadbba, Kristen Moore et al.2025 · 3 citationsarXiv
CSIRO-LT at SemEval-2025 Task 11: Adapting LLMs for Emotion Recognition for Multiple Languages2508.01161v1 · Jiyu Chen, Necva Bolucu, Sarvnaz Karimi et al.2025 · 0 citationsarXiv
Abductive Computational Systems: Creative Abduction and Future Directions2507.08264v1 · Abhinav Sood, Kazjon Grace, Stephen Wan et al.2025 · 0 citationsarXiv
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection)2506.09365v1 · Ronal Singh, Mohan Baruwal Chhetri, Surya Nepal et al.2025 · 0 citationsarXiv
Evaluating generative AI for qualitative data extraction in community-based fisheries management literature.40452067 · Spillias, S, Ollerhead, K M, Andreotta, M et al.2025 · 13 citationsEnvironmental evidence. 2025;14(1):9
Bridging Expertise Gaps: The Role of LLMs in Human-AI Collaboration for Cybersecurity2505.03179v1 · Shahroz Tariq, Ronal Singh, Mohan Baruwal Chhetri et al.2025 · 6 citationsarXiv
A vision of human-AI collaboration for enhanced biological collection curation and research.40808993 · Stenhouse, Alan, Fisher, Nicole, Lepschi, Brendan et al.2025 · 10 citationsBioscience. 2025;75(6):457-471
Unseen Fake News Detection Through Casual Debiasing2503.04160v1 · Shuzhi Gong, Richard Sinnott, Jianzhong Qi et al.2025 · 4 citationsarXiv
A Framework for Dynamic Situational Awareness in Human Robot Teams: An Interview Study2501.08507v1 · Hashini Senaratne, Leimin Tian, Pavan Sikka et al.2025 · 13 citationsarXiv
Less is More: Unseen Domain Fake News Detection via Causal Propagation Substructures2411.09389v1 · Shuzhi Gong, Richard O. Sinnott, Jianzhong Qi et al.2024 · 0 citationsarXiv
MultiADE: A Multi-domain benchmark for Adverse Drug Event extraction.39536999 · Dai, Xiang, Karimi, Sarvnaz, Sarker, Abeed et al.2024 · 12 citationsJournal of biomedical informatics. 2024;160:104744
Do Text-to-Vis Benchmarks Test Real Use of Visualisations?2407.19726v4 · Hy Nguyen, Xuefei He, Andrew Reeson et al.2024 · 0 citationsarXiv
Collaborative human-AI trust (CHAI-T): A process framework for active management of trust in human-AI collaboration2404.01615v1 · Melanie J. McGrath (CSIRO), Andreas Duenser (CSIRO), Justine Lacey (CSIRO) et al.2024 · 51 citationsarXiv
A2C: A Modular Multi-stage Collaborative Decision Framework for Human-AI Teams2401.14432v1 · Shahroz Tariq, Mohan Baruwal Chhetri, Surya Nepal et al.2024 · 2 citationsarXiv
News Coverage of Face Masks in Australia During the Early COVID-19 Pandemic: Topic Modeling Study.37379362 · Dasgupta, Pritam, Amin, Janaki, Paris, Cecile et al.2023 · 0 citationsJMIR infodemiology. 2023;3:e43011
Fake News Detection Through Graph-based Neural Networks: A Survey2307.12639v1 · Shuzhi Gong, Richard O. Sinnott, Jianzhong Qi et al.2023 · 34 citationsarXiv
Exploring the Impacts of ChatGPT on Future Scientific Workj2u9x_v1 · Jessica Irons, Claire Mason, Patrick Cooper et al.2023 · 16 citationsSocArXiv
Evidence for three distinct climate change audience segments with varying belief updating tendencies: Implications for climate change communication64j7g_v1 · Matthew Andreotta, Fabio Boschetti, Simon Farrell et al.2022 · 15 citationsPsyArXiv
The Next Billion Users of Visualization.33729921 · Jena, Amit, Butler, Matthew, Dwyer, Tim et al.2021 · 12 citationsIEEE computer graphics and applications. 2021;41(2):8-16
A2A: a platform for research in biomedical literature search.33349237 · Rybinski, Maciej, Karimi, Sarvnaz, Nguyen, Vincent et al.2021 · 4 citationsBMC bioinformatics. 2020;21(Suppl 19):572
Cost-effective Selection of Pretraining Data: A Case Study of Pretraining BERT on Social Media2010.01150v1 · Xiang Dai, Sarvnaz Karimi, Ben Hachey et al.2020 · 44 citationsarXiv
Less is More: Rejecting Unreliable Reviews for Product Question Answering2007.04526v1 · Shiwei Zhang, Xiuzhen Zhang, Jey Han Lau et al.2020 · 4 citationsarXiv
An Effective Transition-based Model for Discontinuous NER2004.13454v1 · Xiang Dai, Sarvnaz Karimi, Ben Hachey et al.2020 · 85 citationsarXiv
Automated monitoring of tweets for early detection of the 2014 Ebola epidemic.32182277 · Joshi, Aditya, Sparks, Ross, Karimi, Sarvnaz et al.2020 · 35 citationsPloS one. 2020;15(3):e0230322
Harnessing Tweets for Early Detection of an Acute Disease Event.31651659 · Joshi, Aditya, Sparks, Ross, McHugh, James et al.2021 · 42 citationsEpidemiology (Cambridge, Mass.). 2020;31(1):90-97
Image Captioning using Facial Expression and Attention1908.02923v3 · Omid Mohamad Nezami, Mark Dras, Stephen Wan et al.2019 · 12 citationsarXiv
Towards Generating Stylized Image Captions via Adversarial Training1908.02943v1 · Omid Mohamad Nezami, Mark Dras, Stephen Wan et al.2019 · 21 citationsarXiv
Analyzing social media data: A mixed-methods framework combining computational and qualitative text analysis.30941697 · Andreotta, Matthew, Nugroho, Robertus, Hurlstone, Mark J et al.2019 · 161 citationsBehavior research methods. 2019;51(4):1766-1781
Figurative Usage Detection of Symptom Words to Improve Personal Health Mention Detection1906.05466v2 · Adith Iyer, Aditya Joshi, Sarvnaz Karimi et al.2019 · 21 citationsarXiv
NNE: A Dataset for Nested Named Entity Recognition in English Newswire1906.01359v1 · Nicky Ringland, Xiang Dai, Ben Hachey et al.2019 · 64 citationsarXiv
Recognising Agreement and Disagreement between Stances with Reason Comparing Networks1906.01392v1 · Chang Xu, Cecile Paris, Surya Nepal et al.2019 · 7 citationsarXiv
Using Similarity Measures to Select Pretraining Data for NER1904.00585v2 · Xiang Dai, Sarvnaz Karimi, Ben Hachey et al.2019 · 44 citationsarXiv
Survey of Text-based Epidemic Intelligence: A Computational Linguistic Perspective1903.05801v1 · Aditya Joshi, Sarvnaz Karimi, Ross Sparks et al.2019 · 3 citationsarXiv
Senti-Attend: Image Captioning using Sentiment and Attention1811.09789v1 · Omid Mohamad Nezami, Mark Dras, Stephen Wan et al.2018 · 10 citationsarXiv
Automatic Recognition of Student Engagement using Deep Learning and Facial Expression1808.02324v5 · Omid Mohamad Nezami, Mark Dras, Len Hamey et al.2018 · 138 citationsarXiv
Catering to Your Concerns: Automatic Generation of Personalised Security-Centric Descriptions for Android Apps1805.07070v2 · Tingmin Wu, Lihong Tang, Rongjunchen Zhang et al.2018 · 2 citationsACM Transactions on Cyber-Physical Systems 3.4 (2019): 1-21
Cross-Target Stance Classification with Self-Attention Networks1805.06593v2 · Chang Xu, Cecile Paris, Surya Nepal et al.2018 · 117 citationsarXiv
Benchmarking Clinical Decision Support Search1801.09322v1 · Vincent Nguyen, Sarvnaz Karimi, Sara Falamaki et al.2018 · 2 citationsarXiv
Automated text summarisation and evidence-based medicine: A survey of two domains1706.08162v1 · Abeed Sarker, Diego Molla, Cecile Paris2017 · 6 citationsarXiv
Query-oriented evidence extraction to support evidence-based medicine practice.26631762 · Sarker, Abeed, Mollá, Diego, Paris, Cecile2016 · 21 citationsJournal of biomedical informatics. 2016;59:169-84
Automatic evidence quality prediction to support evidence-based decision making.25983133 · Sarker, Abeed, Mollá, Diego, Paris, Cécile2016 · 31 citationsArtificial intelligence in medicine. 2015;64(2):89-103
We feel: mapping emotion on Twitter.25700477 · Larsen, Mark E, Boonstra, Tjeerd W, Batterham, Philip J et al.2016 · 148 citationsIEEE journal of biomedical and health informatics. 2015;19(4):1246-52
Career total: 392 works. 54 are in this corpus.Showing the 50 most recent.

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