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.;

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

Reading list for Awesome Sentiment Analysis papers

A paper list for aspect based sentiment analysis.

[EMNLP 2019 Workshop] Exploiting BERT for End-to-End 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

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

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

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

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

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

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

Aspect Sentiment Triplet Extraction (ASTE) dataset in AAAI 2020, EMNLP 2020 and ACL 2021.

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

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

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

A paper list for aspect based sentiment analysis.

Aspect-Based Sentiment Analysis Experiments

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