Resources
We aim to create a platform similar to ACL Anthology, where people can easily access the latest research. Please use this form (only need 1 minute to fill out) to share your publications or recommend any SIGFinTech-related proceedings, tutorials, talks, or papers. We will manually check the recommendation and update this page regularly. Currently, we categorize them by year. If you have any suggestions or would like to contribute to improving this platform, feel free to reach out to us via email.
2025
Proceedings
Toolkit
2024
Proceedings
- Proceedings of the Joint Workshop of the 7th Financial Technology and Natural Language Processing, the 5th Knowledge Discovery from Unstructured Data in Financial Services, and the 4th Workshop on Economics and Natural Language Processing
- Proceedings of the Eighth Financial Technology and Natural Language Processing and the 1st Agent AI for Scenario Planning
- Proceedings of the 5th ACM International Conference on AI in Finance
Tutorials/Talks
- Differentiable Probabilistic Programming for Agent-Based Models
- Evaluating and Rating AI Systems for Trust and Its Application to Finance
- Challenges of Machine Translation in Finance in the Age of LLMs
- Introduction to Signature Methods in Finance
- Agent AI for Finance: From Financial Argument Mining to Agent-Based Modeling
Papers
*ACL Conferences/TACL/CL- FinTextQA: A Dataset for Long-form Financial Question Answering
- EFSA: Towards Event-Level Financial Sentiment Analysis
- BizBench: A Quantitative Reasoning Benchmark for Business and Finance
- FinanceMATH: Knowledge-Intensive Math Reasoning in Finance Domains
- DocFinQA: A Long-Context Financial Reasoning Dataset
- Evaluating LLMs’ Mathematical Reasoning in Financial Document Question Answering
- Can Large Language Models Mine Interpretable Financial Factors More Effectively? A Neural-Symbolic Factor Mining Agent Model
- Benchmarking Large Language Models on CFLUE - A Chinese Financial Language Understanding Evaluation Dataset
- Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains
- Argument-Based Sentiment Analysis on Forward-Looking Statements
- FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models
- DBQR-QA: A Question Answering Dataset on a Hybrid of Database Querying and Reasoning
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NeurIPS
- FinBen: An Holistic Financial Benchmark for Large Language Models
- FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making CIKM
- Professionalism-Aware Pre-Finetuning for Profitability Ranking
- Automation of Text-Based Economic Indicator Construction: A Pilot Exploration on Economic Policy Uncertainty Index LREC-COLING
- IndicFinNLP: Financial Natural Language Processing for Indian Languages