Reading list for Awesome Sentiment Analysis papers

• UpdatedMar 14, 2023

Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"

• UpdatedAug 2, 2024
• Python

Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF

• UpdatedMay 16, 2021
• Python

CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging

• UpdatedJul 12, 2019
• Python

Code for unsupervised aspect extraction, using Keras and its Backends

• UpdatedJul 6, 2023
• Python

PyTorch implementation of 'An Unsupervised Neural Attention Model for Aspect Extraction' by He et al. ACL2017'

• UpdatedDec 9, 2021
• Python

Code to run the ExtRA algorithm for unsupervised topic/aspect extraction on English texts.

• UpdatedDec 15, 2025
• HTML

An easy-to-use tool for phrase encoding and topic mining (unsupervised aspect extraction); Code base for ACL 2022 paper, UCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic Mining.

• UpdatedApr 25, 2023
• Python

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 usef…

• UpdatedOct 27, 2020
• Jupyter Notebook

Auto labeling-tool implemented with PyTorch for aspect-based sentiment analysis.

• UpdatedFeb 16, 2019
• Brainfuck

情感分析书籍、论文、实现、框架

• UpdatedDec 11, 2018

Course Project | COL772 (NLP) @ IIT Delhi

• UpdatedJul 30, 2019
• Jupyter Notebook

Several aspect extraction methods tried

• UpdatedJul 9, 2018
• Jupyter Notebook

[ICDM2017] Aspect Sentiment Model for Micro Reviews

• UpdatedNov 23, 2017
• Java

Code for my VU - text mining master's thesis comparing contrasting approaches to Aspect Extraction and Aspect Category Detection as defined in SemEval 2014 - Task 4

• UpdatedDec 8, 2022
• Jupyter Notebook

a PyPI package for analyzing customer reviews using aspect-based opinions mining and sentiment analysis

• UpdatedFeb 4, 2021
• Python

Tool for Information extraction from Russian texts

• UpdatedMar 28, 2025
• Python

Graduation project for a bachelor's degree in informatics engineering (Artificial Intelligence specialization).

• UpdatedApr 20, 2023
• Python

Sentiment Analysis, Aspect Extraction and Aspect Analysis, Intent Analysis, Sentiment Comparision

• UpdatedMay 20, 2020
• Jupyter Notebook

Complementary Entity Recognition

• UpdatedSep 5, 2018