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NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Sentiment analysis

Sentiment Analysis is the task of classifying polarity of a given text.

SentNoB

SentNoB: A Dataset for Analysing Sentiment on Noisy Bangla Texts is a dataset which contains 15,728 instances with each labeled with one of three-class labels. This work also proposes, unique word percentage, a new evaluation metric for datasets. Models are evaluated based on micro-averaged F1 score.

Model	F1-score	Paper / Source	Code
U + B + T + C2 + C3 + C4 + C5	64.61	SentNoB: A Dataset for Analysing Sentiment on Noisy Bangla Texts	Official