Comparative Analysis of NLP-Based Models for Company Classification

Comparative Analysis of NLP-Based Models for Company Classification

The task of company classification is traditionally performed using established standards, such as the Global Industry Classification Standard (GICS). However, these approaches heavily rely on laborious manual efforts by domain experts, resulting in slow, costly, and vendor-specific assignments. The...

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Bibliographic Details
Main Authors: Maryan Rizinski, Andrej Jankov, Vignesh Sankaradas, Eugene Pinsky, Igor Mishkovski, Dimitar Trajanov
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Information
Subjects:
company classification
industry classification
natural language processing
machine learning
deep learning
finance
Online Access:https://www.mdpi.com/2078-2489/15/2/77

Internet

https://www.mdpi.com/2078-2489/15/2/77

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