Text classification is a common NLP task that assigns a label or class to text. Some of the largest companies run text classification in production for a ...

We're on a journey to advance and democratize artificial intelligence through open source and open science.

Text Classification · Image Classification · Token Classification · Audio Classification

Mar 25, 2021 · Regarding question answering systems using BERT, I seem to mainly find this being used where a context is supplied.

A blog post on BERT Text Classification in a different language. A notebook for Finetuning BERT (and friends) for multi-label text classification. A ...

I-BERT · Thomas Wolf PRO · XLM-RoBERTa · DeBERTa

Pretrained model on English language using a masked language modeling (MLM) objective. It was introduced in this paper and first released in this repository.

Files Files and versions · Models · Fill-Mask · Community 65

HOW-TO GUIDES show you how to achieve a specific goal, like finetuning a pretrained model for language modeling or how to write and share a custom model.

BERT · HuggingFace Transformers · Transformers简介 · Installation

Text, for tasks like text classification, information extraction, question answering, summarization, translation, and text generation, in over 100 languages.

Dec 9, 2022 · We're on a journey to advance and democratize artificial intelligence through open source and open science.

How-to-train blog post · Proximal Policy Optimization · Preference Tuning LLMs