Statistics for topic text-classification

💫 Industrial-strength Natural Language Processing (NLP) in Python

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

情感分析、文本分类、词典、bayes、sentiment analysis、TextCNN、classification、tensorflow、BERT、CNN、text classification

CNN-RNN中文文本分类，基于TensorFlow

Ten Thousand German News Articles Dataset for Topic Classification

Ten Thousand German News Articles Dataset for Topic Classification

情感分析、文本分类、词典、bayes、sentiment analysis、TextCNN、classification、tensorflow、BERT、CNN、text classification

An implementation of the BERT model and its related downstream tasks based on the PyTorch framework

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

中文文本分析工具包（包括- 文本分类 - 文本聚类 - 文本相似性 - 关键词抽取 - 关键短语抽取 - 情感分析 - 文本纠错 - 文本摘要 - 主题关键词-同义词、近义词-事件三元组抽取）

💫 Industrial-strength Natural Language Processing (NLP) in Python

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

Code for the paper "Modeling Text-Label Alignment for Hierarchical Text Classification" acepted in ECML PKDD 2024

情感分析、文本分类、词典、bayes、sentiment analysis、TextCNN、classification、tensorflow、BERT、CNN、text classification

CNN-RNN中文文本分类，基于TensorFlow

Code for the paper "Modeling Text-Label Alignment for Hierarchical Text Classification" acepted in ECML PKDD 2024

Ten Thousand German News Articles Dataset for Topic Classification

情感分析、文本分类、词典、bayes、sentiment analysis、TextCNN、classification、tensorflow、BERT、CNN、text classification

An implementation of the BERT model and its related downstream tasks based on the PyTorch framework

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

💫 Industrial-strength Natural Language Processing (NLP) in Python

Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification

MTEB: Massive Text Embedding Benchmark

搜索所有中文NLP数据集，附常用英文NLP数据集

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

Welcome to the "Top 100 Computer Vision Projects Idea for 2024" repository! This repository contains a curated list of computer vision project ideas that you can explore, implement, and experiment wit...

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Fine-tuning of Flan-5T LLM for text classification

A simple RoadMap to Natural Language Processing(NLP)

基于pytorch框架，针对文本分类的机器学习项目，集成多种算法(xgboost, lstm, bert, mezha等等)，提供基础数据集，开箱即用，方便自己二次拓展，持续更新

Unattended Lightweight Text Classifiers with LLM Embeddings

Course materials for our "Getting Started with NLP and spaCy" course at Talk Python

Code for the paper "Modeling Text-Label Alignment for Hierarchical Text Classification" acepted in ECML PKDD 2024

Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification

💫 Industrial-strength Natural Language Processing (NLP) in Python

MTEB: Massive Text Embedding Benchmark

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

搜索所有中文NLP数据集，附常用英文NLP数据集

RETVec is an efficient, multilingual, and adversarially-robust text vectorizer.

📚 Text Classification with LoRA (Low-Rank Adaptation) of Language Models - Efficiently fine-tune large language models for text classification tasks using the Stanford Sentiment Treebank (SST-2) data...

Unattended Lightweight Text Classifiers with LLM Embeddings

Course materials for our "Getting Started with NLP and spaCy" course at Talk Python

Getting started with Hugging Face