Search Results for author: Eirini Spyropoulou

Found 3 papers, 1 papers with code

Financial misstatement detection: a realistic evaluation

no code implementations27 May 2023 Elias Zavitsanos, Dimitris Mavroeidis, Konstantinos Bougiatiotis, Eirini Spyropoulou, Lefteris Loukas, Georgios Paliouras

In this work, we examine the evaluation process for the task of detecting financial reports with a high risk of containing a misstatement.

FiNER: Financial Numeric Entity Recognition for XBRL Tagging

2 code implementations ACL 2022 Lefteris Loukas, Manos Fergadiotis, Ilias Chalkidis, Eirini Spyropoulou, Prodromos Malakasiotis, Ion Androutsopoulos, Georgios Paliouras

We, therefore, introduce XBRL tagging as a new entity extraction task for the financial domain and release FiNER-139, a dataset of 1. 1M sentences with gold XBRL tags.


MAGNEx: A Model Agnostic Global Neural Explainer

no code implementations29 Sep 2021 Nikolaos Manginas, Prodromos Malakasiotis, Eirini Spyropoulou, Ion Androutsopoulos, Georgios Paliouras

Black-box decision models have been widely adopted both in industry and academia due to their excellent performance across many challenging tasks and domains.

Computational Efficiency

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