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ConFIT: A Robust Knowledge-Guided Contrastive Framework for Financial Extraction
Version 2
(Latest)
October 26, 2025 07:50
ConFIT: A Robust Knowledge-Guided Contrastive Framework for Financial Extraction
Financial text extraction faces serious challenges in multi-entity sentiment attribution and numerical sensitivity, often leading to pitfalls in real-world deployment. In this work, we propose ConFIT (Contrastive Financial Information Tuning), …
Latest Version
Version 1
October 19, 2025 05:11
ConFIT: A Robust Knowledge-Guided Contrastive Framework for Financial Extraction
Financial text extraction faces serious challenges in multi-entity sentiment attribution and numerical sensitivity, often leading to pitfalls in real-world deployment. In this work, we propose ConFIT (Contrastive Financial Information Tuning), …