Transformer Sentiment Analysis NLP Tools

There are 17 transformer sentiment analysis tools tracked. 1 score above 50 (established tier). The highest-rated is lunarwhite/tan-division at 52/100 with 60 stars.

Get all 17 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=transformer-sentiment-analysis&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	lunarwhite/tan-division Chinese corpus sentiment analysis. 谭松波酒店评论中文文本情感分析	52	Established	60	Python
2	nicolay-r/ARElight Granular Viewer of Sentiments Between Entities in Massively Large Documents...	48	Emerging	38	Jupyter Notebook
3	peace195/aspect-based-sentiment-analysis Aspect Based Sentiment Analysis	46	Emerging	108	C++
4	RezaGooner/PerSent Python library for analyzing Persian texts. With the ability to analyze...	45	Emerging	7	Python
5	barissayil/SentimentAnalysis Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or...	44	Emerging	380	Python
6	Feuoy/sentiment-analysis 用MLP、TextCNN、RNN、LSTM、GRU、Attention、RCNN、BERT做文本分类、情感分析，对比各模型于温泉旅游评论垂类语料下在情感分类任务上的表现	39	Emerging	101	Jupyter Notebook
7	dialogue-evaluation/RuSentNE-evaluation Named Entity Oriented Sentiment Analysis Task for mass-media texts	37	Emerging	12	Jupyter Notebook
8	baotramduong/Twitter-Sentiment-Analysis-with-Deep-Learning-using-BERT Twitter Sentiment Analysis with Deep Learning using BERT and Hugging Face	31	Emerging	19	Jupyter Notebook
9	pitmonticone/BertSentimentClassification BERT Sentiment Classification on the Large Movie Review Dataset.	28	Experimental	10	Jupyter Notebook
10	arungurajapu/Sentiment_Analysis End-to-end sentiment analysis system using DistilBERT with data cleaning,...	24	Experimental	1	Jupyter Notebook
11	InPhyT/IMDb_Sentiment_Analysis_BERT BERT Sentiment Classification on the IMDb Large Movie Review Dataset.	22	Experimental	16	Jupyter Notebook
12	abhiverse01/SentimentAnalysis-DistilBERT Sentiment analysis using the distilbert-base-uncased model using the movies dataset.	21	Experimental	9	Jupyter Notebook
13	ErdemYavuz55/drug-review-sentiment-analysis End-to-end sentiment analysis pipeline on 160K+ drug reviews using TF-IDF,...	18	Experimental	9	Jupyter Notebook
14	AnujSinghML/Aspect-Based-Sentiment-Analysis-ABSA- This repository shows the implementation of a BERT based model which is...	15	Experimental	12	Python
15	beyzahiz/Sentiment-Analysis-NLP Sentiment analysis on 50K IMDB reviews using Logistic Regression, Bi-LSTM...	14	Experimental	—	Jupyter Notebook
16	labrijisaad/Sentiment-analysis-on-the-Quran-Karim-dataset In this notebook, I attempted to create a script that utilizes pre-trained...	12	Experimental	5	Jupyter Notebook
17	AlanBennyOfficial/Sentiment-Analysis Sentiment analysis using Transformers (DistilBERT) from Hugging Face.	10	Experimental	1	Jupyter Notebook

Comparisons in this category

BertSentimentClassification and IMDb_Sentiment_Analysis_BERT (28 vs 22)