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.;

Reading list for Awesome Sentiment Analysis papers

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

[EMNLP 2019 Workshop] Exploiting BERT for End-to-End Aspect-based Sentiment Analysis

AI Challenger 2018 细粒度用户评论情感分析，排名17th，基于Aspect Level 思路的解决方案

A paper list for aspect based sentiment analysis.

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

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

Aspect-Based Sentiment Analysis Experiments

[AAAI 2019] A Unified Model for Opinion Target Extraction and Target Sentiment Prediction

codes for paper A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction

A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"

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

Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"

Transformation Networks for Target-Oriented Sentiment Classification (ACL 2018)

The datasets and code of ACL 2021 paper "Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions".

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

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

Aspect Based Sentiment Analysis is a special type of sentiment analysis. In an explicit aspect, opinion is expressed on a target(opinion target), this aspect-polarity extraction is known as ABSA.