Raj-Sanjay-Shah commited on
Commit
cb98fca
1 Parent(s): 6aeb18d

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +9 -0
README.md CHANGED
@@ -18,6 +18,15 @@ FLANG is a set of large language models for Financial LANGuage tasks. These mode
18
  ## FLANG-BERT
19
  FLANG-BERT is a pre-trained language model which uses financial keywords and phrases for preferential masking of domain specific terms. It is built by further training the BERT language model in the finance domain with improved performance over previous models due to the use of domain knowledge and vocabulary.
20
 
 
 
 
 
 
 
 
 
 
21
  ## Citation
22
  Please cite the model with the following citation:
23
  ```bibtex
 
18
  ## FLANG-BERT
19
  FLANG-BERT is a pre-trained language model which uses financial keywords and phrases for preferential masking of domain specific terms. It is built by further training the BERT language model in the finance domain with improved performance over previous models due to the use of domain knowledge and vocabulary.
20
 
21
+ ## FLUE
22
+ FLUE (Financial Language Understanding Evaluation) is a comprehensive and heterogeneous benchmark that has been built from 5 diverse financial domain specific datasets.
23
+
24
+ Sentiment Classification: [Financial PhraseBank](https://huggingface.co/datasets/financial_phrasebank)\
25
+ Sentiment Analysis, Question Answering: [FiQA 2018](https://huggingface.co/datasets/SALT-NLP/FLUE-FiQA)\
26
+ New Headlines Classification: [Headlines](https://www.kaggle.com/datasets/daittan/gold-commodity-news-and-dimensions)\
27
+ Named Entity Recognition: [NER](https://huggingface.co/datasets/SALT-NLP/FLUE-NER)\
28
+ Structure Boundary Detection: [FinSBD3](https://huggingface.co/datasets/SALT-NLP/FLUE-SBD)
29
+
30
  ## Citation
31
  Please cite the model with the following citation:
32
  ```bibtex