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A comprehensive tool for linguistic analysis of communities

Capsule4textclassification ⭐ 45

Sequence Encoding via Dynamic Routing for Text Classification

Ssl_text_classification ⭐ 45

Semi Supervised Learning for Text-Classification

Textfeatureselection ⭐ 45

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

Bert Toxicity Classification ⭐ 44

bert on Jigsaw Unintended Bias in Toxicity Classification

Python package for understanding the difficulty of text classification datasets. (in CoNNL 2018)

Text_bert_cnn ⭐ 44

在bert模型的pre_training基础上进行text_cnn文本分类

Cccapsnet ⭐ 44

A PyTorch implementation of Compositional Coding Capsule Network based on PRL 2022 paper "Compositional Coding Capsule Network with K-Means Routing for Text Classification"

Ua Datasets ⭐ 44

A collection of datasets for Ukrainian language

Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention

Unofficial (Golang) Go bindings for the Hugging Face Inference API

Spacy Wrap ⭐ 43

spaCy-wrap is a wrapper library for spaCy for including fine-tuned transformers from Huggingface in your spaCy pipeline allowing you to include existing fine-tuned models within your SpaCy workflow.

Supergen ⭐ 43

[NeurIPS 2022] Generating Training Data with Language Models: Towards Zero-Shot Language Understanding

Xgbspark Text Classification ⭐ 43

XGBoost on Spark for Chinese Text Classification

Textunderstandingtsetlinmachine ⭐ 42

Using the Tsetlin Machine to learn human-interpretable rules for high-accuracy text categorization with medical applications

Fake News Detection ⭐ 42

This repo is a collection of AWESOME things about fake news detection, including papers, code, etc.

Neweraai Papers ⭐ 42

The repository provides links to collections of influential and interesting research papers from top AI conferences, with open-source code to promote reproducibility and provide detailed implementation insights beyond the scope of the article. Stay up to date with the latest advances in AI research!

Hierarchy-Aware Global Model for Hierarchical Text Classification

Opentextclassification ⭐ 41

OpenTextClassification is all you need for text classification! Open text classification for everyone, enjoy your NLP journey! 这可能是目前为止最全面的开源文本分类项目，支持中英双语、多种模型、多种任务。

Deep Nlp Resources ⭐ 41

Curated list of all NLP Resources

Ernie Text Classification Pytorch ⭐ 41

This repo contains a PyTorch implementation of a pretrained ERNIE model for text classification.

Uda_pytorch ⭐ 40

UDA(Unsupervised Data Augmentation) implemented by pytorch

Ntextcat ⭐ 40

Nlp4cybersecurity ⭐ 40

NLP model and tech for cyber security tasks

Nlpcloud Js ⭐ 40

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and much more...

Dsr16_nlp ⭐ 39

NLP tutorial for the Berlin Data Science Retreat

Text Classification ⭐ 39

Simple Text Classfication using SVM and Naive Bayes

Deep Learning With Python 2nd ⭐ 39

<케라스 창시자에게 배우는 딥러닝 2판> 도서의 코드 저장소

Monkeylearn Node ⭐ 38

Official Node client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Node apps.

Overview And Benchmark Of Traditional And Deep Learning Models In Text Classification ⭐ 38

Text Similarity ⭐ 38

文本相似度（匹配）计算，提供Baseline、训练、推理、指标分析...代码包含TensorFlow

A small, no dependencies, Naive Bayes Text Classifier for JavaScript

Alter Nlu ⭐ 37

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

Ngram Graphs ⭐ 37

🎓RESEARCH [NLP] Analysis of N-gram Graphs and their applications in the domain of Text Classification and Extraction based Summarization

Automl Docker ⭐ 37

CLI-based tool to automatically build ML models from training data into a servable Docker container

Pytorch Starspace ⭐ 37

PyTorch implementation of StarSpace as described in "StarSpace: Embed All The Things!" by Ledell Wu, Adam Fisch, Sumit Chopra, Keith Adams, Antoine Bordes and Jason Weston

Char Cnn Text Classification Tensorflow ⭐ 37

the implement of text understanding from scratch

Text_and_audio_classification_with_bert ⭐ 37

Text Classification in Turkish Texts with Bert

Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCN 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Latti

Tensorflow implementation of ACL2020 paper "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks."

Pytorch Pqrnn ⭐ 36

Implementation of pQRNN in PyTorch

Textfeatureextraction ⭐ 36

Self complemented text feature extraction using algorithms including CHI, DF, IG, MI for the experiment of text classification based on sogou online news，基于卡方检验CHI，文档频率DF, 信息增益IG，互信息MI的文本特征提取与实现

Chip2019task3 ⭐ 36

第五届中国健康信息处理会议（CHIP2019）- 评测三：临床试验筛选标准短文本分类

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

Bert Sentence Similarity Pytorch ⭐ 36

This repo contains a PyTorch implementation of a pretrained BERT model for sentence similarity task.

Python Dandelion Eu ⭐ 35

A python client for connecting to all the services provided by https://dandelion.eu

Golang RESTful Client for HanLP.中文分词词性标注命名实体识别依存句法分析语义依存分析新词发现关键词短语提取自动摘要文本分类聚类拼音简繁转换自然语言处理

Oneai Python ⭐ 35

Python SDK for One AI APIs. One AI is an NLP-as-a-service platform. Our APIs enables language comprehension in context, transforming texts from any source into structured data to use in code.

Character Level Convolutional Network For Text Classification Applied To Chinese Corpus ⭐ 34

Thesis of UCL student Weijie Huang

Wink Naive Bayes Text Classifier ⭐ 34

Naive Bayes Text Classifier

Ten Thousand German News Articles Dataset for Topic Classification

Caver: a toolkit for multilabel text classification.

Applied Text Mining In Python ⭐ 34

Repo for Applied Text Mining in Python (coursera) by University of Michigan

Scraping Assisted by Learning

Finding semantically meaningful and accurate prompts.

Automatic Personality Prediction ⭐ 33

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

Text Classification Cn ⭐ 33

中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法

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

Codes for the paper: Continual Learning for Text Classification with Information Disentanglement Based Regularization

Xgboostandlr ⭐ 33

use xgboost and lr model for text classification. xgboost is used to be a feature transform for LR

Predict Subreddit ⭐ 32

NLP model that predicts subreddit based on the title of a post

codes for Variational Autoencoder for Semi-supervised Text Classification

Textclassification ⭐ 32

All kinds of neural text classifiers implemented by Keras

A deep text classifiers library.

Nlp_toolkit ⭐ 32

Basic NLP Toolkits include text classification, sequence labeling etc.

Natural Language Processing Nlp Roadmap ⭐ 32

A simple RoadMap to Natural Language Processing(NLP)

Fewshottext ⭐ 32

Library of various Few-Shot Learning frameworks for text classification

Alternate Implementation for Zero Shot Text Classification: Instead of reframing NLI/XNLI, this reframes the text backbone of CLIP models to do ZSC. Hence, can be lightweight + supports more languages without trading-off accuracy. (Super simple, a 10th-grader could totally write this but since no 10th-grader did, I did) - Prithivi Da

Annif Tutorial ⭐ 32

Instructions, exercises and example data sets for Annif hands-on tutorial

React Nlp Annotate ⭐ 31

Interface for making NLP annotations.

Nlp Experiments In Pytorch ⭐ 31

PyTorch repository for text categorization and NER experiments in Turkish and English.

Ganbert Pytorch ⭐ 31

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace

Nlp Intuition And Applications Of Word Embeddings ⭐ 31

UPCOMING TUTORIAL on Word Representations and how they are important for NLP applications.

Textclassification ⭐ 31

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

Text Summarization And Visualization Using Watson Studio ⭐ 31

Can we quickly summarize & visualize text to get the details about the unstructured data? Yes we can! Please review this code pattern for all the steps involved to quickly summarize & visualize the data.

Text Classification Lstms Pytorch ⭐ 31

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.

Mongolian Text Classification ⭐ 31

Cyrillic Mongolian text classification with tensorflow 2, and also some fine-tuning on TugsTugi's Mongolian BERT model and other NLP experiments are included.

Text Classification ⭐ 31

PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类

Tensorflow Lite Examples Android ⭐ 31

Examples of Tensorflow Lite on Android

Code for the paper "Contextualized Weak Supervision for Text Classification"

Very Deep Cnn Pytorch ⭐ 30

Very deep CNN for text classification

Easy Deep Learning With Allennlp ⭐ 30

🔮Deep Learning for text made easy with AllenNLP

Chinese Text Classification With Cnn Tf ⭐ 30

中文文本分类(目前是二分类)

Fancy Cnn ⭐ 30

Sequential convolutional architectures for text classification

[Preprint] AdaVAE: Exploring Adaptive GPT-2s in VAEs for Language Modeling PyTorch Implementation

Watson Document Classifier ⭐ 29

Augment IBM Watson Natural Language Understanding APIs with a configurable mechanism for text classification, uses Watson Studio.

Awesome Text Classification ⭐ 29

Text classification meets word embeddings.

Python For Text Classification ⭐ 29

Python for Text Classification with Machine Learning in Python 3.6.

Cnn Svm Chinese Text Classification ⭐ 29

Cnn Question Classification Keras ⭐ 29

Chinese Question Classifier (Keras Implementation) on BQuLD

Omnicat Bayes ⭐ 29

Naive Bayes text classification implementation as an OmniCat classifier strategy. (#ruby #naivebayes)

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

Amazon Ml Challenge2021 ⭐ 28

Scripts and Approach for Amazon ML Challenge

Aniemore ⭐ 28

Emotions recognition from audio and text files (only russian language)

Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification (WWW'22)

Sentiment_analysis_imdb ⭐ 28

Using Bert/Roberta + LSTM/GRU/BiLSTM/TextCNN to do the sentiment analysis on the imdb datasets.

Message Passing Attention Networks for Document Understanding

Word Factor Vectors

Node Fasttext ⭐ 28

Nodejs binding for fasttext representation and classification.

Text Gcn Chainer ⭐ 27

Chainer implementation of "Yao et al. 2018. Graph Convolutional Networks for Text Classification. ArXiv."

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