306 Open source projects that are alternatives of or similar to classification

A simple/fast/accurate accent prediction for non-accented Vietnamese text

A Robustly Optimized BERT Pretraining Approach for Vietnamese

Vietnamese Automatic Speech Recognition

Vietnamese Word Tokenize

Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms

A deep text classifiers library.

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

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

Movie review dataset Word2Vec & sentiment classification Zeppelin notebook

A text analysis application for performing common NLP tasks through a web dashboard interface and an API

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

Deep Learning Bootcamp

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech ta…

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

Naive Bayes Classification used to classify movie reviews as positive or negative

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

Ông Dev Community

Text classification meets word embeddings.

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

Use machine learning in AppInventor, with easy training using text, images, or numbers through the Machine Learning for Kids website.

[AAAI 2019] Weakly-Supervised Hierarchical Text Classification

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

小时候练手的nlp项目

2018“云移杯- 景区口碑评价分值预测

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Pipeline for fast building text classification TF-IDF + LogReg baselines.

Research paper classification using machine learning and NLP

A Feed Aggregator that Knows What You Want to Read.

Система, анализирующая тональность текстов и высказываний.

Ten Thousand German News Articles Dataset for Topic Classification

Weakly supervised medical named entity classification

Natural Language Processing for Lithuanian language

multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification

Active Learning for Text Classification in Python

A comprehensive tool for linguistic analysis of communities

Official implementation of "Explicit Interaction Model towards Text Classification"

Relation Classification - SEMEVAL 2010 task 8 dataset

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

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

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

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

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

NLP Classification Workshop

Đây là dự án độ lại loa thông minh chạy Google Assistant hỗ trợ đa ngôn ngữ trong đó có tiếng Việt, phần source code do Nguyễn Duy code lại từ Source Gốc của Google

Comparable documents miner: Arabic-English morphological analysis, text processing, n-gram features extraction, POS tagging, dictionary translation, documents alignment, corpus information, text classification, tf-idf computation, text similarity computation, html documents cleaning

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

Sarcasm Detection for Sentiment Analysis

[Tutorial] Demystifying Natural Language Processing with Python

Semisupervided LDA for theory-driven text analysis

Implementing nlp papers relevant to classification with PyTorch, gluonnlp

Curated list of all NLP Resources

BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)

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

Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.

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

Vietnamese Text-to-Speech on Windows Project (zalo-speech)

Graph-based framework for text classification

Vietnamese Text to Speech library

Multi Class Text (Feedback) Classification using CNN, GRU Network and pre trained Word2Vec embedding, word embeddings on TensorFlow.

Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).