text-categorization

There are 3 repositories under text-categorization topic.

brightmart / ai_law
all kinds of baseline models for long text classificaiton( text categorization)
ai law accusation relevant-articles hierarchical-attention-network crime fasttext attention text-categorization textcnn text-classification
Language:Python 274
nlpodyssey / cybertron
Cybertron: the home planet of the Transformers in Go
bart bert machine-translation question-answering zero-shot-classification bert-as-service transformers huggingface text-classification named-entity-recognition summarization text-categorization text-similarity translation deep-learning machine-learning natural-language-processing nlp
Language:Go 258
riejohnson / ConText
ConText v4: Neural networks for text categorization
text-categorization text-classification neural-network gpu convolutional-neural-networks lstm deep-learning dpcnn sentiment-classification sentiment-analysis
Language:C++ 124
ShimShim46 / HFT-CNN
Convolutional Neural Network based on Hierarchical Category Structure for Multi-label Short Text Categorization
machine-learning convolutional-neural-networks text-categorization multi-label-learning fine-tuning short-text
Language:Python 116
saidziani / Arabic-News-Article-Classification
Automatic categorization of documents, consists in assigning a category to a text based on the information it contains. We'll follow different approach of Supervised Machine Learning.
nlp text-categorization nltk machine-learning arabic-language python3 corpora arabic-nlp
Language:Python 89
StatguyUser / TextFeatureSelection
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
feature-selection nlp nlp-machine-learning machine-learning machinelearning natural-language-processing natural-language-understanding text-classification text-categorization natural-language natural-language-generation nlp-library nlp-resources nlproc naturallanguageprocessing natural-language-inference
Language:Python 48
hbahadirsahin / nlp-experiments-in-pytorch
PyTorch repository for text categorization and NER experiments in Turkish and English.
pytorch nlp turkish-language text text-categorization ner named-entity-recognition english-language fasttext-embeddings torchtext charcnn textcnn vdcnn conv-deconv transformer padam text-classification text-classifier conditional-random-fields
Language:Python 37
fedelopez77 / langdetect
A language detection software
language-detection language text-categorization nlp language-detector
Language:Python 30
SuyashLakhotia / TextCategorization
:zap: Using deep learning (MLP, CNN, Graph CNN) to classify text in TensorFlow.
machine-learning deep-learning neural-networks convolutional-neural-networks graph-convolutional-networks text-categorization text-classification tensorflow
Language:Python 30
lgalke / text-clf-baselines
WideMLP for Text Classification
data-mining data-science datascience information-retrieval large-language-models machine-learning natural-language-processing pretrained-language-model pytorch text-categorisation text-categorization text-classification text-mining
Language:Python 27
fandywang / Nuts
自然语言处理常见任务（主要包括文本分类，序列标注，自动问答等）解决方案试验田
nlp-machine-learning nlp-library text-categorization sequence-labeling seq2seq deep-learning
Language:Python 21
sndsabin / Nepali-News-Classifier
Text Classification of Nepali Language Document. This Mini Project was done for the partial fulfillment of NLP Course : COMP 473.
nlp tf-idf text-classification text-categorization nepali nepali-news classifier naive-bayes-classifier svm-classifier
Language:Python 15
ali-mohammed-khair-nasser / Text-Summarizer-and-Categorical
Text processing and summarize with the category web application for Arabic and English texts using NLTK, Python, Flask, and other web languages.
k-nearest-neighbours decision-trees text-processing logistic-regression text-classification random-forest deep-learning nltk-python text-summarization nlp text-classification-python ridge-model text-categorization nltk-library flask html scss
Language:Jupyter Notebook 8
erayyildiz / PersonalizedPageRankForCategorization
Unsupervised categorization of customer reviews into aspect categories using Personalized Page Rank
aspect-category customer-review-categorization graph pagerank-algorithm personalized-pagerank text-categorization unsupervised-clustering
Language:Jupyter Notebook 7
mmaguero / josa-corpus
Jopara (Guarani-dominant mixed with Spanish) sentiment analysis corpus
low-resource-languages corpus-linguistics sentiment-analysis baselines text-classification text-categorization sentiment-classification bert-fine-tuning bilstm traditional-machine-learning deep-learning multilingual code-switching code-mixing
6
rounayak / Text-categorization-using-neural-word-embeddings
This is a practical implementation implementing neural networks on top of fasttext as well as word2vec word embeddings.
fasttext python python3 word2vec convolutional-neural-networks long-short-term-memory word-embedding text-categorization skipgram cbow
Language:Python 5
olivomarco / lc4j
Language Categorization library for Java
java text-categorization language-detection language-categorization
Language:Java 4
chaitanyakasaraneni / DisasterResponse
Text categorization for Disaster Response using NLP model
text-categorization text-classification data-science nlp disaster-response message-classification
Language:Python 3
pallavitilloo / Data-Mining-on-Amazon-Reviews
Data Mining on Amazon user reviews for musical instruments
amazon-review-dataset musical-instruments prediction-model python scikit-learn spacy-nlp text-categorization
Language:Python 2
92amartins / text-mining
Text Categorization Basics
text-categorization text-classification
Language:R 1
chandnii7 / Natural-Language-Processing
NLP implementations like information-theoretic measures of distributional similarity, text preprocessing using shell commands, Naive Bayes text categorization model, Cocke-Younger-Kasami parsing.
information-theory entropy cross-entropy kullback-leibler-divergence kl-divergence jensen-shannon-divergence js-divergence text-preprocessing shell-command naive-bayes-classifier text-categorization cyk-parser cocke-younger-kasami-parsing nlp
Language:Jupyter Notebook 1
filippofinke / n-gram
📝 n-gram based text categorization written in php
php n-gram text-categorization
Language:PHP 1
jesusgarcia2 / eBurnout-Text-Analysis
This Master´s Degree Thesis focuses on the application of Machine and Deep Learning algorithms to analyse and extract the value of texts and the search for hidden patterns from the European University research project called "Applications based on IoT and Big Data in the hospital environment".
eburnout ml dl text-analysis tensorflow naive-bayes google-cloud text-categorization scikit-learn nltk-python
Language:Jupyter Notebook 1
margaeor / greek-article-categorization
Greek newspaper article categorization using NLP.
nlp text-categorization tf-idf
Language:HTML 1
mmaguero / textcat-josa
Train JOSA (Jopara Sentiment Analysis) corpus with traditional machine learning algorithms.
support-vector-machines unbalanced-data text-classification text-categorization low-resource-languages jopara guarani sequence-classification sentiment-analysis complement-naive-bayes
Language:Python 1
kinqert / text-categorization
A simple example with naive bayes for text-categorization
text-categorization text-classification naive-bayes-classifier
Language:Python 0
mohamedbadhrudeen / CausalPhrasesExtraction_from_ScientificTexts
This repository contains the code to train a causal sentence categorization model in SpaCy. And an application of the trained model on the abstracts of the scientific articles.
scientific-articles spacy-nlp text-categorization causal-phrases
Language:Python 0
Vaibhavi-Khamar / Assignment2-FintechAnalysis
Fintech Hiring Trends in the Largest U.S. Banks Analysis
python python-pandas numpy regex text-categorization docker data-science data-analysis
Language:Jupyter Notebook 0
deyanarajib / DM_Feature-Selection-using-k-Medoid-Algorithm-for-Categorization-of-Hadith-Translation-in-English
Improve Text Categorization using k-Medoids Clustering Feature Selection
text-categorization feature-selection text-mining hadith k-medoids-clustering
Language:Python
eigenfoo-archives / textcat
A simple Rocchio-tfidf text categorizer
natural-language-processing text-categorization rocchio
Language:Python
ErolOZKAN- / TextMining-TextCategorization
Text Categorization with Vector Space Models
text-categorization assignment
lkuffo / cx-classifier
Binary text categorization classifier which detects the presence of customer experience in a message. Trained with Twitter data. Tested with Twitter and Facebook data.
machine-learning text-categorization text-classification customer-experience customer-research
Language:Python

text-categorization

brightmart / ai_law

nlpodyssey / cybertron

riejohnson / ConText

ShimShim46 / HFT-CNN

saidziani / Arabic-News-Article-Classification

StatguyUser / TextFeatureSelection

hbahadirsahin / nlp-experiments-in-pytorch

fedelopez77 / langdetect

SuyashLakhotia / TextCategorization

lgalke / text-clf-baselines

fandywang / Nuts

sndsabin / Nepali-News-Classifier

ali-mohammed-khair-nasser / Text-Summarizer-and-Categorical

erayyildiz / PersonalizedPageRankForCategorization

mmaguero / josa-corpus

rounayak / Text-categorization-using-neural-word-embeddings

olivomarco / lc4j

chaitanyakasaraneni / DisasterResponse

pallavitilloo / Data-Mining-on-Amazon-Reviews

92amartins / text-mining

chandnii7 / Natural-Language-Processing

filippofinke / n-gram

jesusgarcia2 / eBurnout-Text-Analysis

margaeor / greek-article-categorization

mmaguero / textcat-josa

kinqert / text-categorization

mohamedbadhrudeen / CausalPhrasesExtraction_from_ScientificTexts

Vaibhavi-Khamar / Assignment2-FintechAnalysis

deyanarajib / DM_Feature-Selection-using-k-Medoid-Algorithm-for-Categorization-of-Hadith-Translation-in-English

eigenfoo-archives / textcat

ErolOZKAN- / TextMining-TextCategorization

lkuffo / cx-classifier