Finance Data and LMs

금융 자연어 데이터와 모델들은 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

 

FinTral

Fin-Llama

FinLlama

Greed Llama

SilverSight

 

등등...

 

 

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

https://smallake.kr/?p=28792

A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges (링크)