Sentiment Analysis On Fiqa

MSE

R^2

Results

Performance results of various models on this benchmark

			Paper Title	Repository
Deep Neural Networks (DNN)	0.09	0.41	Financial Aspect and Sentiment Predictions with Deep Neural Networks: An Ensemble Approach	-
Deep Representations	0.08	0.40	Financial Aspect-Based Sentiment Analysis using Deep Representations	-
FinBERT	0.07	0.55	FinBERT: Financial Sentiment Analysis with Pre-trained Language Models
k-RoBERTa (parallel)	0.05	0.71	Incorporating Multiple Knowledge Sources for Targeted Aspect-based Financial Sentiment Analysis	-

0 of 4 row(s) selected.