There are 11 repositories under opinion-mining topic.
Repository with all what is necessary for sentiment analysis and related areas
Reading list for Awesome Sentiment Analysis papers
Implementation of a hierarchical CNN based model to detect Big Five personality traits
A curated list of NLP resources for Hungarian
Awesome Persian Sentiment Analysis Resources - منابع مرتبط با تحلیل احساسات در زبان فارسی
Domain Adaptation using External Knowledge for Sentiment Analysis
Extracting all the features of a product from its reviews, giving every feature a score (depending on the user reviews) and also ranking the reviews based on their usefulness
Abstractive opinion summarization system (SelSum) and the largest dataset of Amazon product summaries (AmaSum). EMNLP 2021 conference paper.
Sentiment Strength Detection in Bahasa Indonesia
AfriSenti-SemEval Shared Task 12: Sentiment Analysis for African languages : https://afrisenti-semeval.github.io/
[AAAI2021] Unsupervised Opinion Summarization with Content Planning
Code and data for the KDD2020 paper "Learning Opinion Dynamics From Social Traces"
Repository for the experiments described in the paper named "DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus"
Text processing library for sentiment analysis and related tasks
[VietSentiWordNet] A quick and simple method to find Opinion for Vietnamese text.
This project performed sentimental analysis based on opinion words (like good, bad, beautiful, wrong, best, awesome, etc) of selected opinion target ( like product name for amazon product reviews).
Lexicon-based sentiment analysis inspired by Syuzhet R package
[ACL2020] Unsupervised Opinion Summarization with Noising and Denoising
Aspect-Based Opinion Mining involves extracting aspects or features of an entity and figuring out opinions about those aspects. It's a method of text classification that has evolved from sentiment analysis and named entity extraction (NER). ABOM is thus a combination of aspect extraction and opinion mining. While opinions about entities are useful, opinions about aspects of those entities are more granular and insightful.
The Potsdam Twitter Sentiment Corpus
Multilanguage version of VADER Sentiment Analysis with automatic language-detection
Sentiment analysis and opinion mining of Reddit data.
SRL4ORL: Improving Opinion Role Labeling Using Multi-Task Learning With Semantic Role Labeling
Opinion mining for provided data from various NLTK corpus to test/enhance the accuracy of the NaiveBayesClassifier model.
Sentiment Lexicon Generation Suite
Python package for emotion analysis in French
Opinion Mining/Sentiment Analysis Classifier using Genetic Programming
This repository contains the code of the following paper: "Basiri, M. E., Nemati, S., Abdar, M., Cambria, E., & Acharya, U. R. (2021). ABCDM: An attention-based bidirectional CNN-RNN deep model for sentiment analysis. Future Generation Computer Systems, 115, 279-294.".
Ego Graph Analysis on Social Media.
The system deletes fake reviews on products and rates a product automatically based on customer reviews
Code for "On the Complexity of Opinions and Online Discussions", WSDM 2019
Sentiment analysis using ML and DL models on Persian texts
A rating-based sentiment dataset of IMDB movie reviews (WASSA 2014)