Overview
The 7th Financial Narrative Processing Workshop (FNP 2026) is set to take place in Palma de Mallorca, Spain, as part of the LREC 2026 conference. This workshop aims to explore the intersection of Natural Language Processing (NLP), Machine Learning (ML), and financial data, providing a platform for researchers and practitioners to share their findings and innovations in this rapidly evolving field.
Background & Relevance
Financial Narrative Processing is a critical area within NLP that focuses on understanding and analyzing financial texts. As the financial sector increasingly relies on data-driven insights, the ability to process and interpret financial narratives becomes paramount. This workshop serves as a meeting point for computational linguists, data scientists, economists, and accounting experts, fostering collaboration and knowledge exchange. The previous editions of FNP have significantly contributed to the scholarly community, with proceedings indexed in major databases and numerous impactful publications.
Key Details
- Event: 7th Financial Narrative Processing Workshop (FNP 2026)
- Date: 11–16 May 2026 (final date TBC)
- Location: Palma de Mallorca, Spain
- Format: Hybrid (in-person and online options)
- Submission Deadline: 20 February 2026
- Acceptance Notifications: 11 March 2026
- Camera-Ready Deadline: 30 March 2026
- Topics: Financial NLP, ethics in financial narratives, summarization, multilingual perspectives, and more.
Eligibility & Participation
The workshop invites submissions from researchers and practitioners in the fields of NLP, ML, finance, and related areas. It targets those who are working on theoretical insights, methodological advancements, and practical applications in financial narrative processing.
Submission or Application Guidelines
Participants are encouraged to submit original, unpublished research. The submission types include:
– Long Papers: Up to 8 pages for substantial contributions.
– Short Papers: Up to 4 pages for focused contributions or demonstrations.
All submissions must adhere to the LREC 2026 formatting guidelines and will undergo a double-blind peer review process. Papers should be submitted through the conference submission system, with links available on the workshop website.
More Information
The FNP workshop has established a strong reputation in the research community, producing influential datasets and widely cited papers. The workshop not only highlights advancements in financial NLP but also addresses ethical considerations and the impact of financial narratives on society. This focus on diverse perspectives enhances the relevance of the research presented, making it a significant event for those interested in the intersection of finance and technology.
Conclusion
The 7th Financial Narrative Processing Workshop at LREC 2026 presents an excellent opportunity for researchers to showcase their work and engage with peers in the field. Interested participants are encouraged to prepare their submissions and contribute to this important dialogue in financial NLP. For further details, please refer to the workshop website and stay tuned for updates.
Category: CFP & Deadlines
Tags: financial nlp, natural language processing, machine learning, financial text analysis, nlp ethics, multilingual analysis, data science, financial narratives, lrec 2026, shared tasks, sentiment analysis, document summarization
