ThilinaRajapakse/pytorch-transformers-classification

Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.

50
/ 100
Established

312 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 24 / 25

How are scores calculated?

Stars

312

Forks

95

Language

Jupyter Notebook

License

Apache-2.0

Category

bert-text-classification

Last pushed

May 09, 2020

Commits (30d)

0

GitHub
BERT Text Classification · 100 tools

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/nlp/ThilinaRajapakse/pytorch-transformers-classification"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

Related tools

fidelity/textwiser

[AAAI 2021] TextWiser: Text Featurization Library

63

RandolphVI/Multi-Label-Text-Classification

About Muti-Label Text Classification Based on Neural Network.

51

xuyige/BERT4doc-Classification

Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

48

allenai/scibert

A BERT model for scientific text.

48

ncbi-nlp/bluebert

BlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).

46

Explore NLP Tools

All categories Trending NLP directory Insights