IEEE-LLM-Finance 2026: The 3rd IEEE International Workshop on Large Language Models for Finance

The workshop welcomes submissions from a variety of topics, including but not limited to:

Financial data preprocessing for use with LLMs Approaches and practices of human-in-the-loop for using LLMs in financial applications Fine-tuning LLMs for financial applications Using LLMs for market predication Using LLMs for different financial tasks, such as data collection, entity extraction, relation extraction, classification, clustering, novelty detection, event detection, summarization, translation, data integration, etc. LLMs application with different data types, e.g. social media, news, reports, and market data Domain adaptation and transfer learning using LLMs Knowledge graph (knowledge base, ontology) construction and completion with LLMs Question-answering and dialog system with LLMs Text to SQL using LLMs Decision making systems and trading algorithm using LLMs Analysis of financial reports and filings Use cases of multimodal LLMs for financial data Case studies and practices applying LLMs in financial services Privacy, fairness, ethical, legal, and other considerations of using LLMs in financial service Challenges of using LLMs in financial services Other research and applications of NLP or machine learning in financial services

The Workshop will be co-located with 2026 IEEE International Conference on Big Data (IEEE BigData 2026) December 14-17, 2026 Phoenix, Arizona, USA (online or Hybrid) IEEE BigData 2026

All papers accepted will be included in the conference proceedings published by the IEEE Computer Society Press.

Please submit a full paper (up to 10 page IEEE 2-column format) or short paper (up to 4 page IEEE 2-column format) through the online submission system.