Time Series/Finance
Finance Data and LMs for NLP
아르카눔
2025. 1. 15. 15:41
금융 자연어 데이터는 어떤것들이 있는지 간략하게 정리해보았다.
Data
Financial Corpus
SEC EDGAR
Seeking Alpha
Investext
Reuters
Bloomberg
Investopedia
General Corpus
Wikipedia
C4
BookCorpus
FPB
FiQA-SA
AnalystTone
FiQA-QA
FinSBD19
Headline
FinSBD21
onvFinQA
FIN
StockNet
CIKM18
BigData22
FOMC
FinQA
ECTSum
FinRED
FinGPT의 데이터 FinNLP: 링크
Korean Financial Data
BC Card Finance Kor 데이터 (링크)
KoFinanceLLM open 데이터 (링크)
https://huggingface.co/datasets?language=language:ko&sort=trending&search=financ
Financial LMs
Models
FinBERT
FLANG
FinMA
InverstLM
BollmbergGPT
FinGPT
References:
A Survey of Large Language Models in Finance (FinLLMs) - Jean Lee, Nicholas Stevens, Soyeon Caren Han, Minseok Song (링크)
https://huggingface.co/datasets?sort=trending&search=finance