Popular GitHub Repositories for Aspect Based Sentiment Analysis

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;

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

A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.

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

Instructional learning for Aspect Based Sentiment Analysis [NAACL-2024]

A TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"

The implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction

Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018

Code for our paper "Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network" in TASLP

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

基于ChatGPT的情感分析

IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis, EMNLP 2018

The Codebase for Quasi-Attention BERT Model for TABSA Tasks (AAAI '21)

Class for Aspect-term extraction and Aspect-based sentiment analysis with BERT and Adapters

A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis, PyTorch implementation.

Sentiment Analysis with Deep Learning models. Implemented with Tensorflow and Keras.

Code and models for the paper "Aspect Sentiment Classification with Aspect-Specific Opinion Spans", EMNLP 2020.

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

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