Reading list for Awesome Sentiment Analysis papers

• UpdatedMar 14, 2023

Natural Language Toolkit for Malaysian language,https://malaya.readthedocs.io/

• UpdatedJul 8, 2025
• Jupyter Notebook

Topic modelling and analysis of different UK newspapers, primarily using BERTopic

• UpdatedJun 5, 2023
• Python

Testbench for sentiment and factuality in texts.

• UpdatedFeb 27, 2024
• Roff

Code and data for EMNLP2021 paper: WIKIBIAS: Detecting Multi-Span Subjective Biases in Language

• UpdatedNov 11, 2021
• Python

An Empirical Evaluation of Word Embedding Models for Subjectivity Analysis Tasks

• UpdatedJul 4, 2021
• Python

Subjectivity removal and Polarity classification of movie reviews employing a shallow model (Multinomial Naive Bayes) and a deep model (Bidirectional LSTM with self-attention)

• UpdatedFeb 21, 2023
• Jupyter Notebook

This Twitter Sentiment Analyzer helps detect the Positive and the Negative Tweets by classifying the data, analysing the sentiments of the words that are commonly used and labelling them as positive and negative words. The Bag of Words (BoW) was used to detect Racist/Hate Speech from a training dataset extracted from Twitter API

• UpdatedJul 21, 2021
• Jupyter Notebook

Multi-View Sentiment Corpus (EACL 2017): tweets labelled by three annotators with sentiment, emotion, irony, subjectivity and implicitness

• UpdatedDec 8, 2022

Exploring the 2021 AAPI movement using Twitter and news data.

• UpdatedOct 21, 2023
• Python

Analyzing subjectivity in social networks

• UpdatedJan 7, 2019
• Jupyter Notebook

This is the repository for the newly created Czech Subjectivity Dataset (Subj-CS) and our paper:

• UpdatedJul 25, 2023

• UpdatedFeb 5, 2023
• Jupyter Notebook