Popular GitHub Repositories for Absa

Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合

Keras Implementation of Aspect based Sentiment Analysis

基于ChatGPT的情感分析

[TKDE] Knowledge Graph Augmented Network Towards Multiview Representation Learning for Aspect-based Sentiment Analysis

FinABSA is a T5-Large model trained for Aspect-Based Sentiment Analysis specifically for financial domains.

Code and dataset for our paper "Replicate, Walk, and Stop on Syntax: an Effective Neural Network Model for Aspect-Level Sentiment Classification", AAAI2020

In this work (Targeted) Aspect-Based Sentiment Analysis task is converted to a sentence-pair classification task and a pre-trained BERT model is fine-tuned on it.

End-to-end Multi-task Solutions for Aspect Category Sentiment Analysis (ACSA) on Vietnamese reviews, using PhoBERT as pretrained model

[NLPCC 2020] Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks

使用bert进行中文方面级情感识别。

Codes for the IJCAI2022 paper: Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment Analysis

Attention-based LSTM model with the Aspect information to solve financial opinion mining problem (WWW 2018 shared task1)

A simple summary of fine-grained sentiment analysis

Text-level Aspect-Based Sentiment Analysis based on multi-task approach for Vietnamese reviews.

Aspect-Based Sentiment Analysis (ABSA) using different setups based on 2 stacked BiLSTMs and Attention layers; leveraging PoS, GloVe and BERT (frozen) embeddings

Aspect Based Sentiment Analysis (ABSA) of Customer Reviews

Domain generalization on Aspect Based Sentiment Analysis (ABSA) task via utilizing noisy student architecture.

This repository provides a deep learning–driven solution for automatically extracting aspects and sentiments from gym reviews—transforming unstructured feedback into actionable insights that are adaptable to any customer review domain.