3 papers
cs.CL2025
Continual Learning of Domain Knowledge from Human Feedback in Text-to-SQL
Thomas Cook, Kelly Patel, Sivapriya Vellaichamy +4
Large Language Models (LLMs) can generate SQL queries from natural language questions but struggle with database-specific schemas and tacit domain knowledge. We introduce a framewo…
cs.SE2025
ScaleCall -- Agentic Tool Calling at Scale for Fintech: Challenges, Methods, and Deployment Insights
Richard Osuagwu, Thomas Cook, Maraim Masoud +2
While Large Language Models (LLMs) excel at tool calling, deploying these capabilities in regulated enterprise environments such as fintech presents unique challenges due to on-pre…
cs.AI2025
Retrieval Augmented Generation (RAG) for Fintech: Agentic Design and Evaluation
Thomas Cook, Richard Osuagwu, Liman Tsatiashvili +4
Retrieval-Augmented Generation (RAG) systems often face limitations in specialized domains such as fintech, where domain-specific ontologies, dense terminology, and acronyms compli…