Publications

Felix Drinkall, Janet B. Pierrehumbert, Stefan Zohren (2025). Stories that (are) Move(d by) Markets: A Causal Exploration of Market Shocks and Semantic Shifts across Different Partisan Groups. ACL Findings 2025.

Eghbal Rahimikia, Felix Drinkall (2025). Re(Visiting) Large Language Models in Finance. SSRN (top-10 most downloaded paper in past 12 months).

Felix Drinkall, Janet B. Pierrehumbert, Stefan Zohren (2025). When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks. arxiv pre-print.

Felix Drinkall, Janet B. Pierrehumbert, Stefan Zohren (2025). Forecasting Credit Ratings: A Case Study where Traditional Methods Outperform Generative LLMs. FinNLP COLING 2025.

Felix Drinkall, Eghbal Rahimikia, Janet B. Pierrehumbert, Stefan Zohren (2024). Time Machine GPT. In NAACL Findings.

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Felix Drinkall, Stefan Zohren, Janet B. Pierrehumbert (2022). Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts. In NAACL.