Lefteris Loukas

According to our database, Lefteris Loukas authored at least 6 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance.

Lefteris Loukas, Ilias Stogiannidis, Prodromos Malakasiotis, Stavros Vassos

CoRR, 2023

Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking.

Lefteris Loukas, Ilias Stogiannidis, Odysseas Diamantopoulos, Prodromos Malakasiotis, Stavros Vassos

Proceedings of the 4th ACM International Conference on AI in Finance, 2023

2022

FiNER: Financial Numeric Entity Recognition for XBRL Tagging.

Lefteris Loukas, Manos Fergadiotis, Ilias Chalkidis, Eirini Spyropoulou, Prodromos Malakasiotis, Ion Androutsopoulos, Georgios Paliouras

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

DICoE@FinSim-3: Financial Hypernym Detection using Augmented Terms and Distance-based Features.

Lefteris Loukas, Konstantinos Bougiatiotis, Manos Fergadiotis, Dimitris Mavroeidis, Elias Zavitsanos

CoRR, 2021

EDGAR-CORPUS: Billions of Tokens Make The World Go Round.

Lefteris Loukas, Manos Fergadiotis, Ion Androutsopoulos, Prodromos Malakasiotis

CoRR, 2021

Financial misstatement detection: a realistic evaluation.

Elias Zavitsanos, Dimitris Mavroeidis, Konstantinos Bougiatiotis, Eirini Spyropoulou, Lefteris Loukas, Georgios Paliouras

Proceedings of the ICAIF'21: 2nd ACM International Conference on AI in Finance, Virtual Event, November 3, 2021