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text-categorization

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nlpodyssey / cybertron

Cybertron: the home planet of the Transformers in Go

nlp machine-learning natural-language-processing translation deep-learning text-classification machine-translation text-similarity transformers named-entity-recognition question-answering bart summarization bert text-categorization huggingface bert-as-service zero-shot-classification

Updated Jun 8, 2024
Go

brightmart / ai_law

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

law ai text-classification crime attention fasttext relevant-articles textcnn text-categorization hierarchical-attention-network accusation

Updated Feb 20, 2019
Python

ShimShim46 / HFT-CNN

Convolutional Neural Network based on Hierarchical Category Structure for Multi-label Short Text Categorization

machine-learning convolutional-neural-networks short-text fine-tuning multi-label-learning text-categorization

Updated Dec 7, 2022
Python

riejohnson / ConText

ConText v4: Neural networks for text categorization

deep-learning sentiment-analysis neural-network text-classification gpu lstm convolutional-neural-networks sentiment-classification text-categorization dpcnn

Updated Mar 29, 2019
C++

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 machine-learning python3 nltk corpora arabic-nlp arabic-language text-categorization

Updated Jan 1, 2019
Python

fedelopez77 / langdetect

A language detection software

nlp language language-detection language-detector text-categorization

Updated Oct 22, 2017
Python

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

nlp machine-learning natural-language-processing text-classification natural-language feature-selection machinelearning natural-language-generation nlp-resources nlp-library natural-language-inference nlp-machine-learning natural-language-understanding text-categorization nlproc naturallanguageprocessing

Updated Jan 4, 2024
Python

hbahadirsahin / nlp-experiments-in-pytorch

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

nlp text-classification text pytorch transformer named-entity-recognition ner turkish-language conditional-random-fields english-language textcnn text-classifier text-categorization vdcnn torchtext fasttext-embeddings charcnn conv-deconv padam

Updated Dec 27, 2022
Python

lgalke / text-clf-baselines

WideMLP for Text Classification

data-science machine-learning natural-language-processing information-retrieval text-mining data-mining text-classification pytorch datascience text-categorization pretrained-language-model text-categorisation large-language-models

Updated Aug 10, 2025
Python

SuyashLakhotia / TextCategorization

⚡ Using deep learning (MLP, CNN, Graph CNN) to classify text in TensorFlow.

machine-learning deep-learning text-classification tensorflow neural-networks convolutional-neural-networks graph-convolutional-networks text-categorization

Updated Mar 24, 2018
Python

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

deep-learning seq2seq nlp-library nlp-machine-learning sequence-labeling text-categorization

Updated Oct 29, 2017
Python

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 classifier text-classification naive-bayes-classifier tf-idf nepali svm-classifier text-categorization nepali-news

Updated Jul 22, 2017
Python

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.

nlp html flask deep-learning random-forest text-classification scss text-summarization logistic-regression text-processing decision-trees k-nearest-neighbours nltk-library text-categorization nltk-python text-classification-python ridge-model

Updated Jul 17, 2021
Jupyter Notebook

erayyildiz / PersonalizedPageRankForCategorization

Unsupervised categorization of customer reviews into aspect categories using Personalized Page Rank

graph pagerank-algorithm unsupervised-clustering text-categorization aspect-category personalized-pagerank customer-review-categorization

Updated Oct 25, 2018
Jupyter Notebook

mmaguero / josa-corpus

Jopara (Guarani-dominant mixed with Spanish) sentiment analysis corpus

multilingual deep-learning sentiment-analysis text-classification corpus-linguistics sentiment-classification text-categorization bilstm baselines code-mixing code-switching low-resource-languages bert-fine-tuning traditional-machine-learning

Updated Jul 31, 2025

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.

python word2vec python3 convolutional-neural-networks fasttext cbow skipgram word-embedding long-short-term-memory text-categorization

Updated Jan 1, 2018
Python

olivomarco / lc4j

Language Categorization library for Java

java language-detection text-categorization language-categorization

Updated Oct 16, 2020
Java

pallavitilloo / Data-Mining-on-Amazon-Reviews

Data Mining on Amazon user reviews for musical instruments

python scikit-learn prediction-model text-categorization musical-instruments spacy-nlp amazon-review-dataset

Updated Mar 3, 2023
Python

chaitanyakasaraneni / DisasterResponse

Text categorization for Disaster Response using NLP model

nlp data-science text-classification disaster-response text-categorization message-classification

Updated Apr 9, 2023
Python

filippofinke / n-gram

📝 n-gram based text categorization written in php

php n-gram text-categorization

Updated Nov 22, 2019
PHP

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