Top 13 aspect-based-sentiment-analysis open source projects

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.

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

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

Open Framework for Aspect-based Sentiment Analysis based on state-of-the-art Models

Code to run the ExtRA algorithm for unsupervised topic/aspect extraction on English texts.

[CIKM 2021] Enhancing Aspect-Based Sentiment Analysis with Supervised Contrastive Learning

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

Code and models for the paper " Position-Aware Tagging for Aspect Sentiment Triplet Extraction", EMNLP 2020.

Here is the code for the paper ``Aspect-Level Sentiment Analysis via Convolution over Dependency Tree'' accepted by EMNLP2019.

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

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

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