SelSum
autonlp
| SelSum | autonlp | |
|---|---|---|
| 1 | 3 | |
| 44 | 680 | |
| - | - | |
| 0.0 | 7.3 | |
| over 2 years ago | about 2 years ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
SelSum
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[D] How to best extract product benefits/problems from customer reviews using NLP?
https://github.com/abrazinskas/SelSum - for abstractive summarization into vertdict/pros/cons
autonlp
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Classifying song lyrics with Natural Language Processing and AutoML
In this video, I use AutoNLP, an AutoML product designed by Hugging Face, to train a model that classifies song lyrics according to their genre.
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How I almost won an NLP competition without knowing any Machine Learning
If you want to win a Kaggle competition or to train a model for your business or pleasure, you can get started with AutoNLP here.
- AutoNLP: Faster and easier training and deployments of SOTA NLP models
What are some alternatives?
BERTopic - Leveraging BERT and c-TF-IDF to create easily interpretable topics.
OpenPrompt - An Open-Source Framework for Prompt-Learning.
PyABSA - Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;
ludwig - Low-code framework for building custom LLMs, neural networks, and other AI models
huggingface_hub - The official Python client for the Huggingface Hub.
nlp-recipes - Natural Language Processing Best Practices & Examples
MAX-Toxic-Comment-Classifier - Detect 6 types of toxicity in user comments.
kaggle-disaster-tweet-competition - Participating to a Kaggle competition without coding any Machine Learning
clip-as-service - 🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
spokestack-python - Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application with a focus on embedded systems.