Stephen Wan

Computer Science · Physical Sciences

18h-index1.6kcitations99works0.72yr avg
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Research Topics

Topic Modeling(36), Natural Language Processing Techniques(33), Advanced Text Analysis Techniques(15), Semantic Web and Ontologies(14), Multimodal Machine Learning Applications(7)

Publications99 total

Unifying Stable Optimization and Reference Regularization in RLHF
arXiv (Cornell University)·2026Open Access
Unifying Stable Optimization and Reference Regularization in RLHF
ArXiv.org·2026Open Access
MetaLead: A Comprehensive Human-Curated Leaderboard Dataset for Transparent Reporting of Machine Learning Experiments
ArXiv.org·2026Open Access
MetaLead: A Comprehensive Human-Curated Leaderboard Dataset for Transparent Reporting of Machine Learning Experiments
arXiv (Cornell University)·2026Open Access
PEQQS: a Dataset for Probing Extractive Quantity-focused Question Answering from Scientific Literature
2025
Abductive Computational Systems: Creative Abduction and Future Directions
arXiv (Cornell University)·2025Open Access
An Evaluation of Large Language Models for Supplementing a Food Extrusion Dataset
Foods·2025· 1 citedOpen Access
On the Role of Context for Discourse Relation Classification in Scientific Writing
2025Open Access
A Position Paper on the Automatic Generation of Machine Learning Leaderboards
2025Open Access
An adaptive approach to noisy annotations in scientific information extraction
Information Processing & Management·2024· 3 citedOpen Access
What Causes the Failure of Explicit to Implicit Discourse Relation Recognition?
arXiv (Cornell University)·2024Open Access
Market entry strategy into China by entrepreneurial new venture firms
Swinburne Research Bank (Swinburne University of Technology)·2024· 1 citedOpen Access
What Causes the Failure of Explicit to Implicit Discourse Relation Recognition?
2024· 1 citedOpen Access
CSIRO at Context24: Contextualising Scientific Figures and Tables in Scientific Literature
2024Open Access
Detecting Online Community Practices with Large Language Models: A Case Study of Pro-Ukrainian Publics on Twitter
2024· 4 citedOpen Access
SciHarvester: Searching Scientific Documents for Numerical Values
2023· 4 cited
Rethinking the Role of Entity Type in Relation Classification
2023· 1 citedOpen Access
Investigating the Impact of Syntax-Enriched Transformers on Quantity Extraction in Scientific Texts
2023· 5 citedOpen Access
impact of sample selection on in-context learning for entity extraction from scientific writing
2023· 12 citedOpen Access
Differences in Language and Style Between Two Social Media Communities
Proceedings of the International AAAI Conference on Web and Social Media·2021· 33 citedOpen Access
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Frequent Co-authors

Cécile Paris(34), Mark Dras(12), Robert Dale(12), Sunghwan Mac Kim(6), Yufei Wang(4), Paul Thomas(3), Omid Mohamad Nezami(3), Mark Johnson(3), Ross Wilkinson(3), Mingfang Wu(3), Bella Robinson(3), Karin Verspoor(2), Len Hamey(2), Deborah Richards(2), I. G. Wood(2), Brian Jin(2), James McHugh(2), Dimitrios Georgakopoulos(2), Ross Sparks(2), Diego Mollá(2)