nicolay-r/ARElight
Granular Viewer of Sentiments Between Entities in Massively Large Documents and Collections of Texts, powered by AREkit
Implements context sampling and deep learning-based relation extraction via the AREkit framework, supporting multiple NER backends (DeepPavlov, Hugging Face Transformers) and LLM inference providers (Replicate). Includes graph operations for comparative sentiment analysis across document collections, with interactive D3.js visualization and multi-language support through optional translation pipelines.
Available on PyPI.
Stars
38
Forks
2
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Mar 09, 2026
Monthly downloads
30
Commits (30d)
0
Dependencies
14
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/nlp/nicolay-r/ARElight"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related tools
lunarwhite/tan-division
Chinese corpus sentiment analysis. 谭松波酒店评论中文文本情感分析
peace195/aspect-based-sentiment-analysis
Aspect Based Sentiment Analysis
barissayil/SentimentAnalysis
Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the...
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
dialogue-evaluation/RuSentNE-evaluation
Named Entity Oriented Sentiment Analysis Task for mass-media texts