8 results · AI-generated index
G
gluebenchmark.com
tool

GLUE Benchmark

The GLUE benchmark is a collection of resources for training, evaluating, and analyzing natural language understanding models like BERT, including text classification datasets.

H
huggingface.co
tool

BERT Text Classification with Hugging Face

Hugging Face provides pre-trained models and datasets for text classification tasks using BERT, including the IMDB and 20 Newsgroups datasets.

A
arxiv.org
research

Text Classification with BERT: A Survey

This research article provides an overview of BERT-based text classification, including discussions on popular datasets like MNLI, SST-2, and QQP.

S
stanford.edu
article

Natural Language Processing with BERT

Stanford University's Natural Language Processing group provides resources and tutorials on using BERT for text classification tasks, including access to the Stanford Sentiment Treebank dataset.

T
towardsdatascience.com
article

BERT-based Text Classification Tutorial

This tutorial provides a step-by-step guide to building a BERT-based text classification model using the Kaggle IMDB dataset.

K
kaggle.com
tool

Text Classification Datasets for Machine Learning

Kaggle provides a list of popular text classification datasets, including the IMDB, 20 Newsgroups, and Reuters datasets, which can be used to train and evaluate BERT models.

I
ieee.org
research

BERT Text Classification: A Comprehensive Review

This article provides a comprehensive review of BERT-based text classification, including discussions on the strengths and limitations of popular datasets like GLUE and SuperGLUE.

P
pytorch.org
official

BERT Text Classification with PyTorch

The official PyTorch website provides tutorials and examples on using BERT for text classification tasks, including access to the AG News and Yahoo Answers datasets.