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The Top 23 Aspect Based Sentiment Analysis Open Source Projects

Open source projects categorized as Aspect Based Sentiment Analysis
Categories > Aspect Based Sentiment Analysis
Absa Pytorch ⭐ 1,782
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
most recent commit 10 months ago
Pyabsa ⭐ 847
Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;
dependent packages 2total releases 571most recent commit 11 days agopypi pyabsa} Downloads
Aspect Based Sentiment Analysis ⭐ 413
💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)
total releases 8most recent commit a year ago
Bert E2e Absa ⭐ 353
Exploiting BERT for End-to-End Aspect-based Sentiment Analysis (W-NUT@EMNLP 2019)
most recent commit a year ago
Aspect Based Sentiment Analysis ⭐ 288
A paper list for aspect based sentiment analysis.
most recent commit 3 years ago
Absapapers ⭐ 268
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
most recent commit 2 years ago
Al_challenger_2018_sentiment_analysis ⭐ 265
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
most recent commit 5 years ago
Awesome Sentiment Analysis ⭐ 251
Reading list for Awesome Sentiment Analysis papers
most recent commit 3 years ago
E2e Tbsa ⭐ 222
A Unified Model for Opinion Target Extraction and Target Sentiment Prediction (AAAI 2019)
most recent commit 2 years ago
Lcf Atepc ⭐ 143
codes for paper A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction
most recent commit 2 years ago
Acos ⭐ 138
The datasets and code of ACL 2021 paper "Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions".
most recent commit 2 years ago
Tnet ⭐ 128
Transformation Networks for Target-Oriented Sentiment Classification (ACL 2018)
most recent commit 6 years ago
Aspect Level Sentiment ⭐ 126
Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"
most recent commit 6 years ago
Aspect Extraction ⭐ 119
Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF
most recent commit 3 years ago
Instructabsa ⭐ 96
Instructional learning for Aspect Based Sentiment Analysis
most recent commit 3 months ago
Ian ⭐ 85
A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"
most recent commit 4 years ago
Aspect Based Sentiment Analysis ⭐ 81
A paper list for aspect based sentiment analysis.
most recent commit a year ago
Mams For Absa ⭐ 72
A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.
most recent commit 4 years ago
Acsa ⭐ 62
Papers, models and datasets for Aspect-Category Sentiment Analysis.
most recent commit a year ago
Imn E2e Absa ⭐ 61
Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.
most recent commit 5 years ago
Ram ⭐ 61
A TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"
most recent commit 5 years ago
Asote ⭐ 56
Aspect-Sentiment-Opinion Triplet Extraction (ASOTE)
most recent commit a year ago
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.
most recent commit 4 years ago
The 3 Latest Releases In Aspect Based Sentiment Analysis Open Source Projects
Pyabsa ⭐ 847
Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;
dependent packages 2total releases 571latest release November 07, 2023most recent commit 11 days agopypi pyabsa} Downloads
Extra Model ⭐ 50
Code to run the ExtRA algorithm for unsupervised topic/aspect extraction on English texts.
total releases 6latest release October 28, 2022most recent commit 3 months ago
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