Financial NLP datasets
Labelled financial texts used to train and test language models on finance.
Key findings#
- Datasets in the category “Financial NLP datasets” were mentioned in 2 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #54 of the 58 data categories mentioned.
- The most-mentioned were Financial PhraseBank (1) and FinQA / ConvFinQA / TAT-QA (1).
- By journal category: Operations Research (1) and AI (1).
- Most of them appeared in Annals of Operations Research (1) and Artificial Intelligence Review (1).
Datasets#
| Dataset | Papers | Last 7 days | Names searched for |
|---|---|---|---|
| Financial PhraseBank | 1 | 1 | Financial PhraseBank, Financial Phrase Bank |
| FinQA / ConvFinQA / TAT-QA | 1 | 0 | FinQA, ConvFinQA, TAT-QA |
| FinanceBench | 0 | 0 | FinanceBench |
| FiQA | 0 | 0 | FiQA |
| Date | Title | Journal | Authors | Affiliations | Datasets mentioned |
|---|---|---|---|---|---|
| 2026-10-22 | Cut the chit-chat: a new framework for the application of generative language models for portfolio construction | Annals of Operations Research | Francesco A. Fabozzi, Ionuţ Florescu | Stevens Institute of Technology | Financial PhraseBank |
| 2026-10-17 | Language modeling on tabular data: a survey of foundations, techniques and evolution | Artificial Intelligence Review | Yucheng Ruan, Xiang Lan, Jingying Ma et al. | National University of Singapore; Institute of Data Science | FinQA / ConvFinQA / TAT-QA |
Cite this page
Scholar4AI. (2026). Financial NLP datasets. Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/datasets/financial-nlp-datasets
@misc{scholar4ai-datasets-financial-nlp-datasets,
author = {{Scholar4AI}},
title = {Financial NLP datasets},
year = {2026},
howpublished = {\url{https://scholar4ai.com/datasets/financial-nlp-datasets}},
urldate = {2026-10-26},
note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}