Numerical Claim Detection in Finance: A New Financial Dataset, Weak-Supervision Model, and Market Analysis

By Agam Shah, Arnav Hiray, Pratvi Shah, Arkaprabha Banerjee, Anushka Singh, Dheeraj Eidnani, Bhaskar Chaudhury, Sudheer Chava

Published 2024-02-18

Everscope rating

1495.4

Relevance to quantitative trading

8 / 10

Implementation complexity

6 / 10

Reproducibility

4 / 5

About this paper

Methodology: Weak-Supervision Model. Problem types: Classification, Natural Language Processing, Financial Analysis.

arXiv:2402.11728 · Paper rankings

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