Dear colleague, (We apologize if you receive this email multiple times from different mailing lists.)

We are excited to invite you to submit your paper to the FinNLP-FNP-LLMFinLegal Workshop at COLING-2025 in Abu Dhabi, UAE! This event brings together three workshops in the fields of financial technology, narrative processing, and the emerging role of large language models in finance and legal domains.

The submission deadline is Nov. 25th, 2025. Below are more details of the call for papers. Please visit our website for more details ( https://sites.google.com/nlg.csie.ntu.edu.tw/finnlp-fnp-llmfinlegal/). We have 5 shared tasks and will have 5 invited speakers for this event.

Looking forward to your participation.

Best Regards, FinNLP-FNP-LLMFinLegal Organizers Chung-Chi Chen, Antonio Moreno-Sandoval, Qianqian Xie, Jimin Huang, Sophia Ananiadou, Hsin-Hsi Chen

*Topics of Interest*We invite submissions of original contributions on methods, theories, applications, and systems on artificial intelligence, machine learning, natural language processing & understanding, big data, statistical learning, data analytics, and deep learning, with a focus on knowledge discovery in the financial services domain. The scope of the workshop includes, but is not limited to, the following areas:

- Language modeling on financial corpora, including tabular and numerical data, and multi-modal modeling - Graph representation learning and mining on financial data - Multi-source knowledge integration and fusion - Synthetic and genuine financial datasets and benchmarks - Transfer learning applications for financial data - Financial search and question answering systems - Event discovery and impact on organizational equity price - ESG event discovery, evaluation, and impact assessment - Compliance monitoring - Cross-disciplinary LLM-based methodologies for financial and legal domains - Applications of LLMs in financial auditing and regulatory reporting - Ethical implications and bias mitigation in AI applications - Hallucination mitigation and evaluation in LLMs - Privacy concerns and data protection strategies - Enhancing interpretability and explainability of LLM models - Responsible AI practices and governance - Methods, evaluation metrics, benchmarks, and datasets for LLMs in finance and law

*Submission Details*

- *Submission Deadline: November 25th, 2024 (Time zone: Anywhere On Earth (AOE)) * - *Submission System: https://softconf.com/coling2025/FinNLP25/ https://softconf.com/coling2025/FinNLP25/* - Paper Notification: December 5th, 2024 - Camera-Ready Deadline: December 13th, 2024 - FinNLP-FNP-LLMFinLegal-2024: Jan 19-20, 2025 (Two-Day Workshop)

Format

- The ACL Template MUST be used for your submission(s).* Accepted papers proceedings will be published at ACL Anthology.* - Long Paper: May consist of up to 8 pages of content, plus unlimited pages for references and appendix. - Short Paper and Demo Paper: May consist of up to 4 pages of content, plus unlimited references and appendix.

Policies

- The reviewing process will be double-blind for Long and Short Paper, and single-blind for Demo Paper. Submissions must be in electronic form using the FinNLP-FNP-LLMFinLegal-2024 paper submission link above. - At least one author of each accepted paper should register and present their work in FinNLP-FNP-LLMFinLegal-2024.