Text Classification NLP Tools

There are 5 text classification tools tracked. 1 score above 70 (verified tier). The highest-rated is urchade/GLiNER at 92/100 with 2,909 stars and 556,124 monthly downloads. 1 of the top 10 are actively maintained.

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

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# Tool Score Tier
1 urchade/GLiNER

Generalist and Lightweight Model for Named Entity Recognition (Extract any...

92
Verified
2 HySonLab/ViDeBERTa

ViDeBERTa: A powerful pre-trained language model for Vietnamese, EACL 2023

33
Emerging
3 lgalke/text-clf-baselines

WideMLP for Text Classification

32
Emerging
4 acampillos/social-media-nlp

Sentiment analysis with pre-trained language models using TweetEval.

20
Experimental
5 JamesLYC88/text_classification_baseline_code

The code for the ACL 2023 paper "Linear Classifier: An Often-Forgotten...

15
Experimental