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 2024 IEEE International Conference on Big Data (IEEE BigData 2024)
December 15-18, 2024
Washington DC, USA (online or Hybrid)
IEEE BigData 2024

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.

Papers should be formatted to IEEE Computer Society Proceedings Manuscript Formatting Guidelines (see link to "formatting instructions" below).
Formating Instructions

Submission Site:
Submission Site
Please submit your paper as a PDF file.