37 Open Source Aspect Based Sentiment Analysis Software Projects

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

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.

Reading list for Awesome Sentiment Analysis papers

A Unified Model for Opinion Target Extraction and Target Sentiment Prediction (AAAI 2019)

Exploiting BERT for End-to-End Aspect-based Sentiment Analysis ([email protected] 2019)

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

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

Aspect-Based Sentiment Analysis Experiments

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

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

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

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

Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.

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

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

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

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.

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

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

Aspect Term Extraction with History Attention and Selective Transformation (IJCAI 2018)

ABSA-oriented extensible models (基于PyTorch的ABSA可扩展模型库)

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

Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)

Aspect-Level Sentiment Analysis Task, CCF BDCI Contest

Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification (AAAI'19)

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

Zhuang Chen, Tieyun Qian: Transfer Capsule Network for Aspect Level Sentiment Classification. ACL 2019: 547-556

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

cat🐈: the repo for the paper "Embarrassingly Simple Unsupervised Aspect extraction"

A paper list for aspect based sentiment analysis and emotion-cause pair extraction.

Dataset and code for our paper "Replicate, Walk, and Stop on Syntax: an Effective Neural Network Model for Aspect-Level Sentiment Classification" (AAAI'20)

Papers, models and datasets for Aspect-Category Sentiment Analysis.

Implementation of https://arxiv.org/abs/1805.01086 by tensorflow

This is a implementation of "面向属性抽取的门控动态注意力机制"