2025 :: SSRN preprint :: SSRN
A Review of LLM Agent Applications in Finance and Banking
A survey of LLM agent applications in finance and banking, organised around simulation, acting, analysis, and advising.
LLMsAgentsFinanceBanking
~/papers
Papers, preprints, and research traces.
Publication list is curated; see Google Scholar for the full/current list.
2025 :: Conference paper :: Findings of ACL 2025
How Personality Traits Shape LLM Risk-Taking Behaviour
Studies how LLM personality traits relate to risk propensity using Cumulative Prospect Theory and Big Five framing.
LLMsRiskBehaviourFinance
2025 :: arXiv preprint :: arXiv
Obscured but Not Erased: Evaluating Nationality Bias in LLMs via Name-Based Bias Benchmarks
Evaluates latent nationality bias in LLMs when explicit demographic labels are replaced by culturally indicative names.
LLMsBiasEvaluationResponsible AI
2025 :: Workshop paper :: NeurIPS 2025 Workshop on Generative AI in Finance
Operationalising LLMs for Compliance-Critical Letter Writing in Financial Services
A production-focused paper on LLM-assisted drafting for compliance-critical financial-services letters.
LLMsFinanceResponsible AIProduction AI
2023 :: arXiv preprint :: arXiv
Conformal Predictions for Longitudinal Data
Introduces Longitudinal Predictive Conformal Inference for finite-width prediction intervals with longitudinal and cross-sectional coverage goals.
Conformal PredictionUncertaintyTime SeriesFinance
2022 :: arXiv preprint :: arXiv
An Introduction to Machine Unlearning
A survey-style introduction to machine unlearning, covering definitions, algorithms, evaluation, and implementation challenges.
Machine UnlearningPrivacyResponsible AI
2022 :: DPhil thesis :: University of Oxford / Oxford University Research Archive
Interference effects from machine learning matched confusable object pairs in memory assessment tasks
Oxford DPhil thesis on machine-learning-matched confusable object pairs in memory assessment tasks for early detection of neurodegeneration.
Machine LearningHealthcareDigital BiomarkersComputer Vision