286 Open source projects that are alternatives of or similar to Python-for-Text-Classification

Implementing nlp papers relevant to classification with PyTorch, gluonnlp

A Framework for Textual Entailment based Zero Shot text classification

[Tutorial] Demystifying Natural Language Processing with Python

Text Classification of Nepali Language Document. This Mini Project was done for the partial fulfillment of NLP Course : COMP 473.

Text Similarity Applied to resume, to compare Resumes with Job Descriptions and create a score to rank them. Similar to an ATS.

Source code for the EMNLP 2020 paper "Cold-Start and Interpretability: Turning Regular Expressions intoTrainable Recurrent Neural Networks"

Curated list of all NLP Resources

"20 newsgroups" dataset - Text Classification using Multinomial Naive Bayes in Python.

Ten Thousand German News Articles Dataset for Topic Classification

NLP in Python with Deep Learning

Personalized Medicine: Redefining Cancer Treatment with deep learning

Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)

Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.

基于scikit-learn实现对新浪新闻的文本分类，数据集为100w篇文档，总计10类，测试集与训练集1:1划分。分类算法采用SVM和Bayes，其中Bayes作为baseline。

Deep Learning Bootcamp

A tutorial & minimal example (8min on CPU) for Graph Convolutional Networks for Text Classification. AAAI 2019

[AAAI 2020] Modeling Personality with Attentive Networks and Contextual Embeddings

The aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.

A deep text classifiers library.

📖 Use Bi-normal Separation to find document vectors which is used to compute similarity for shorter sentences.

Vietnamese Text Classification

Language Modeling and Text Classification in Malayalam Language using ULMFiT

Quaternion Graph Neural Networks (ACML 2021) (Pytorch and Tensorflow)

NLP with NLTK for Sentiment analysis amazon Products Reviews

Text classification with Reuters-21578 datasets using Gensim Word2Vec and Keras LSTM

Easy, fast clustering of texts

Natural language understanding library for chatbots with intent recognition and entity extraction.

all kinds of baseline models for long text classificaiton( text categorization)

HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories (ICDM'19)

Hierarchical Attention Networks for document classification

multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification，seq2seq，attention，beam search

TextCNN Pytorch实现 中文文本分类 情感分析

Library of state-of-the-art models (PyTorch) for NLP tasks

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.

Python library for feature selection for text features. It has filter method, genetic algorithm and TextFeatureSelectionEnsemble for improving text classification models. Helps improve your machine learning models

NLP Core Library and Model Zoo based on PaddlePaddle 2.0

[ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

Text classification meets word embeddings.

BAND：BERT Application aNd Deployment，Simple and efficient BERT model training and deployment, 简单高效的 BERT 模型训练和部署

A Feed Aggregator that Knows What You Want to Read.

中文ULMFiT 情感分析 文本分类

Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0

Implementing nlp papers relevant to classification with PyTorch, gluonnlp

Text preprocessing, representation, similarity calculation, text search and classification. Let's go and play with text!

Fake News Detection in Python

[AAAI 2019] Weakly-Supervised Hierarchical Text Classification

这是一款基于web的通用文本标注工具，支持大规模实体标注、关系标注、事件标注、文本分类、基于字典匹配和正则匹配的自动标注以及用于实现归一化的标准名标注，同时也支持文本的迭代标注和实体的嵌套标注。标注规范可自定义且同类型任务中可“一次创建多次复用”。通过分级实体集合扩大了实体类型的规模，并设计了全新高效的标注方式，提升了用户体验和标注效率。此外，本工具增加了审核环节，可对多人的标注结果进行一致性检验和调整，提高了标注语料的准确率和可靠性。

Natural Language Processing for Lithuanian language

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

All NLP you Need Here. 个人实现了一些好玩的NLP demo，目前包含13个NLP应用的pytorch实现

Hierarchical Attention Networks | a PyTorch Tutorial to Text Classification

Active Learning for Text Classification in Python

小时候练手的nlp项目

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

A PyTorch-based toolkit for natural language processing

Library for fast text representation and extreme classification.

Implementation of the paper "Hierarchical GRU for Utterance-level Emotion Recognition" in NAACL-2019.

An original implementation of "3HAN: A Deep Neural Network for Fake News Detection" (ICONIP 2017)

Easy text classification for everyone : Bert based models via Huggingface transformers (KR / EN)