286 Open source projects that are alternatives of or similar to clfzoo

中文文本分析工具包（包括- 文本分类 - 文本聚类 - 文本相似性 - 关键词抽取 - 关键短语抽取 - 情感分析 - 文本纠错 - 文本摘要 - 主题关键词-同义词、近义词-事件三元组抽取）

NLP tutorial

Graph-based framework for text classification

a small collection of models implemented in keras, including matrix factorization(recommendation system), topic modeling, text classification, etc. Runs on tensorflow.

CNN for Chinese Text Classification in Tensorflow

Semisupervided LDA for theory-driven text analysis

Implementation of papers for text classification task on SST-1/SST-2

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

finetune bert for small dataset text classification in a few-shot learning manner using ProtoNet

Tensorflow implementation of Attention-based Bidirectional RNN text classification.

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

Accelerated deep learning R&D

Sarcasm Detection for Sentiment Analysis

Implementation of ULMFit algorithm for text classification via transfer learning

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

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

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

汽车行业用户观点主题及情感识别

A comprehensive tool for linguistic analysis of communities

Indonesian twitter dataset for emotion classification task

X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification

Machine Learning and NLP: Text Classification using python, scikit-learn and NLTK

NLP Classification Workshop

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

Keras implementation of Character-level CNN for Text Classification

"20 newsgroups" dataset - Text Classification using Multinomial Naive Bayes in Python.

NLP Core Library and Model Zoo based on PaddlePaddle 2.0

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

NLP in Python with Deep Learning

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

Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)

小时候练手的nlp项目

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，测试集与训练集1:1划分。分类算法采用SVM和Bayes，其中Bayes作为baseline。

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

A tutorial & minimal example (8min on CPU) for Graph Convolutional Networks for Text Classification. AAAI 2019

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

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.

Text classification meets word embeddings.

📖 Use Bi-normal Separation to find document vectors which is used to compute similarity for shorter sentences.

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

Language Modeling and Text Classification in Malayalam Language using ULMFiT

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

NLP with NLTK for Sentiment analysis amazon Products Reviews

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

Easy, fast clustering of texts

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

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

A Framework for Textual Entailment based Zero Shot text classification

Hierarchical Attention Networks for document classification

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

TextCNN Pytorch实现 中文文本分类 情感分析

Text Classification of Nepali Language Document. This Mini Project was done for the partial fulfillment of NLP Course : COMP 473.

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.

[AAAI 2019] Weakly-Supervised Hierarchical Text Classification

Source code for the EMNLP 2020 paper "Cold-Start and Interpretability: Turning Regular Expressions intoTrainable Recurrent Neural Networks"

Weakly supervised medical named entity classification

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

Relation Classification - SEMEVAL 2010 task 8 dataset

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

Very deep CNN for text classification