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Top 287 text-classification open source projects

Ai law
all kinds of baseline models for long text classificaiton( text categorization)
Text Classification
Machine Learning and NLP: Text Classification using python, scikit-learn and NLTK
Chinese text cnn
TextCNN Pytorch实现 中文文本分类 情感分析
Fancy Nlp
NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.
Pytorch Transformers Classification
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.
NLP Core Library and Model Zoo based on PaddlePaddle 2.0
Bert4doc Classification
Code and source for paper ``How to Fine-Tune BERT for Text Classification?``
Interpret Text
A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.
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
Icdar 2019 Sroie
ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction
Nlp classification
Implementing nlp papers relevant to classification with PyTorch, gluonnlp
An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.
A Python package implementing a new machine learning model for text classification with visualization tools for Explainable AI
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
A Pytorch Tutorial To Text Classification
Hierarchical Attention Networks | a PyTorch Tutorial to Text Classification
Text Pairs Relation Classification
About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
Text vectorization tool to outperform TFIDF for classification tasks
A text analyzer which is based on machine learning,statistics and dictionaries that can analyze text. So far, it supports hot word extracting, text classification, part of speech tagging, named entity recognition, chinese word segment, extracting address, synonym, text clustering, word2vec model, edit distance, chinese word segment, sentence similarity,word sentiment tendency, name recognition, idiom recognition, placename recognition, organization recognition, traditional chinese recognition, pinyin transform.
[EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach
Implementation of Very Deep Convolutional Neural Network for Text Classification
Nlp pytorch project
Embedding, NMT, Text_Classification, Text_Generation, NER etc.
Multi Label classification
transform multi-label classification as sentence pair task, with more training data and information
Macadam是一个以Tensorflow(Keras)和bert4keras为基础,专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。
Classify Text
"20 Newsgroups" text classification with python
Text Classification Demos
Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...
A web app to create and browse text visualizations for automated customer listening.
Uda pytorch
UDA(Unsupervised Data Augmentation) implemented by pytorch
Monkeylearn Python
Official Python client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Python apps.
Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.
Document Classifier Lstm
A bidirectional LSTM with attention for multiclass/multilabel text classification.
Bert serving
export bert model for serving
Hierarchical Multi Label Text Classification
The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》
Nlp estimator tutorial
Educational material on using the TensorFlow Estimator framework for text classification
Textclassify with bert
Ml Projects
ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python
Rcnn Text Classification
Tensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)
Python Stop Words
Get list of common stop words in various languages in Python
Classifier multi label textcnn
multi-label,classifier,text classification,多标签文本分类,文本分类,BERT,ALBERT,multi-label-classification
Bdci2017 Minglue
Text rnn attention
1-60 of 287 text-classification projects