Aspect-level-sentiment

Aspect classifier

Provides code and dataset for training aspect-level sentiment classification models using document knowledge

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

GitHub

149 stars
4 watching
32 forks
Language: Python
last commit: about 8 years ago
aspect-based-sentiment-analysisknowledge-transfer

Related projects:

RepositoryDescriptionStars
kevincobain2000/sentiment_classifierA Python library for sentiment analysis using word sense disambiguation and machine learning algorithms.172
ibm/max-text-sentiment-classifierDetects sentiment in short pieces of text using a pre-trained BERT model fine-tuned on the IBM Claims Dataset.58
baidu/sentaAn open-source sentiment analysis system that provides pre-trained models and tools for text classification, aspect-level sentiment analysis, and opinion extraction.1,922
neuro-inc/ml-recipe-hier-attentionAn implementation of a neural network architecture for sentiment classification using hierarchical attention mechanisms.2
haoopeng/cnn-yelp-challenge-2016-sentiment-classificationThis repository trains a Convolutional Neural Network to classify customer reviews based on their sentiment.109
nvidia/sentiment-discoveryLarge-scale unsupervised language modeling for robust sentiment classification and related NLP tasks1,061
sergioburdisso/pyss3A Python package implementing an interpretable machine learning model for text classification with visualization tools336
eaigner/shieldA flexible Bayesian text classifier with backend storage support158
ebanalyse/sendaA tool for fine-tuning transformer models for text classification tasks19
barissayil/sentimentanalysisA sentiment analysis tool trained on the Stanford Sentiment Treebank using various neural network architectures.367
jagerv3/sentiment_analysis_thaiAnalyzes sentiment in Thai text using machine learning algorithms and natural language processing techniques.12
poltextlab/sentiment_hunA tool for analyzing the sentiment of Hungarian news articles based on word embeddings and dictionaries.1
ibm/max-resnet-50An image classification model using the ResNet-50 architecture, trained on the ImageNet dataset.14
dinopuguh/gosentiwordnetAnalyze sentiment in text using a pre-defined lexicon of words with their associated emotional connotations.10
poltextlab/hunempoli_corpusA manually annotated corpus for training and testing machine learning models of Aspect Based Sentiment Analysis (ABSA) in Hungarian language.0