2 papers
cs.CL2026
Global Merger-Arbitrage Forecasting with Language Models
Hinal Jajal, Michal Mucha, Charles Sweat +3
We present a language-model forecasting system for merger arbitrage, a specialized high-stakes financial setting in which the task is to predict the outcome of announced M\&A deals…
cs.CL2024
Greenback Bears and Fiscal Hawks: Finance is a Jungle and Text Embeddings Must Adapt
Peter Anderson, Mano Vikash Janardhanan, Jason He +2
Financial documents are filled with specialized terminology, arcane jargon, and curious acronyms that pose challenges for general-purpose text embeddings. Yet, few text embeddings…