AraFinNlp 2024: The first arabic financial nlp shared task

S Malaysha, M El-Haj, S Ezzini, M Khalilia… - arxiv preprint arxiv …, 2024‏ - arxiv.org
The expanding financial markets of the Arab world require sophisticated Arabic NLP tools.
To address this need within the banking domain, the Arabic Financial NLP (AraFinNLP) …

Natural language processing in finance: A survey

K Du, Y Zhao, R Mao, F **ng, E Cambria - Information Fusion, 2025‏ - Elsevier
This survey presents an in-depth review of the transformative role of Natural Language
Processing (NLP) in finance, highlighting its impact on ten major financial applications:(1) …

Towards systematic monolingual NLP surveys: GenA of Greek NLP

J Bakagianni, K Pouli, M Gavriilidou… - arxiv preprint arxiv …, 2024‏ - arxiv.org
Natural Language Processing (NLP) research has traditionally been predominantly focused
on English, driven by the availability of resources, the size of the research community, and …

Language Resources in Spanish for Automatic Text Simplification across Domains

A Moreno-Sandoval, L Campillos-Llanos… - arxiv preprint arxiv …, 2024‏ - arxiv.org
This work describes the language resources and models developed for automatic
simplification of Spanish texts in three domains: Finance, Medicine and History studies. We …

Generative AI approach to distributed summarization of financial narratives

NK Shukla, R Katikeri, M Raja, G Sivam… - … Conference on Big …, 2023‏ - ieeexplore.ieee.org
This paper presents our submission to the Financial Narrative Summarization (FNS) task at
the FNP-2023 workshop. The FNS task involves the generation of concise summaries, not …

Identifying going concern issues in auditor opinions: link to bankruptcy events

K Bougiatiotis, E Zavitsanos… - 2023 IEEE International …, 2023‏ - ieeexplore.ieee.org
In this work, we examine the auditor opinions that are provided in financial reports of public
companies, when they express issues related to going concerns. Auditor opinions provide …

GraphRAG Analysis for Financial Narrative Summarization and A Framework for Optimizing Domain Adaptation

NK Shukla, P Prabhakar, S Thangaraj… - Proceedings of the …, 2025‏ - aclanthology.org
Abstract Large Language Models (LLMs) have shown promise in summarizing complex
documents, but their limitations in handling lengthy documents and capturing global …

Text analytics approaches to multichannel information summarisation on Fintech customers

Ζ Παπακωνσταντίνου - 2024‏ - amitos.library.uop.gr
This thesis focuses on the design and implementation of a system that applies machine
learning techniques to financial documents with the aim of automating their summarization …