37 Open Source Aspect Based Sentiment Analysis Software Projects
Free and open source aspect based sentiment analysis code projects including engines, APIs, generators, and tools.
Al_challenger_2018_sentiment_analysis 273 ⭐
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
E2e Tbsa 151 ⭐
A Unified Model for Opinion Target Extraction and Target Sentiment Prediction (AAAI 2019)
Bert E2e Absa 142 ⭐
Exploiting BERT for End-to-End Aspect-based Sentiment Analysis ([email protected] 2019)
Aspect Level Sentiment 131 ⭐
Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"
Aspect Extraction 107 ⭐
Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF
Ian 85 ⭐
A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"
Scalaconsultants Aspect Based Sentiment Analysis 89 ⭐
💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)
Imn E2e Absa 68 ⭐
Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.
Ram 61 ⭐
A TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"
Review_aspect_extraction 64 ⭐
CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging
Absapapers 82 ⭐
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
Delayed Memory Update Entnet 57 ⭐
Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018
Aspectbasedsentimentanalysis 55 ⭐
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.
Doer 52 ⭐
The implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction
Lcf Atepc 50 ⭐
codes for paper A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction
Lixin4ever Hast 46 ⭐
Aspect Term Extraction with History Attention and Selective Transformation (IJCAI 2018)
Iarm 38 ⭐
IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis, EMNLP 2018
Transferable E2e Absa 39 ⭐
Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)
Mgan 37 ⭐
Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification (AAAI'19)
Transcap 32 ⭐
Zhuang Chen, Tieyun Qian: Transfer Capsule Network for Aspect Level Sentiment Classification. ACL 2019: 547-556
Pban Pytorch 29 ⭐
A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis, PyTorch implementation.
1429904852 Aspect Based Sentiment Analysis 18 ⭐
A paper list for aspect based sentiment analysis and emotion-cause pair extraction.
Repwalk 17 ⭐
Dataset and code for our paper "Replicate, Walk, and Stop on Syntax: an Effective Neural Network Model for Aspect-Level Sentiment Classification" (AAAI'20)