A Comparative Analysis of Noise Reduction Methods in Sentiment Analysis on Noisy Bangla Texts. (arXiv:2401.14360v2 [cs.CL] UPDATED)

While Bangla is considered a language with limited resources, sentiment
analysis has been a subject of extensive research in the literature.
Nevertheless, there is a scarcity of exploration into sentiment analysis
specifically in the realm of noisy Bangla texts. In this paper, we introduce a
dataset (NC-SentNoB) that we annotated manually to identify ten different types
of noise found in a pre-existing sentiment analysis dataset comprising of
around 15K noisy Bangla texts. At first, given an input noisy text, we …

analysis arxiv comparative analysis cs.cl exploration language literature noise paper research resources sentiment sentiment analysis