arXiv Open Access 2023

Natural Language Processing for Financial Regulation

Ixandra Achitouv Dragos Gorduza Antoine Jacquier

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Abstrak

This article provides an understanding of Natural Language Processing techniques in the framework of financial regulation, more specifically in order to perform semantic matching search between rules and policy when no dataset is available for supervised learning. We outline how to outperform simple pre-trained sentences-transformer models using freely available resources and explain the mathematical concepts behind the key building blocks of Natural Language Processing.

Topik & Kata Kunci

cs.CL cs.LG q-fin.CP

Penulis (3)

Ixandra Achitouv

Dragos Gorduza

Antoine Jacquier

Format Sitasi

APA MLA BibTeX

Achitouv, I., Gorduza, D., Jacquier, A. (2023). Natural Language Processing for Financial Regulation. https://arxiv.org/abs/2311.08533

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Informasi Jurnal

Tahun Terbit: 2023
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓