457 Open source projects that are alternatives of or similar to clustext

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

Using the Tsetlin Machine to learn human-interpretable rules for high-accuracy text categorization with medical applications

List of textual data sources to be used for text mining in R

Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019

Hierarchical Attention Networks for document classification

Kaggle Twitter Sentiment Analysis Competition

This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"

TextCNN Pytorch实现 中文文本分类 情感分析

Tools to uniformly read in text data including semi-structured transcripts

Implementing different RNN models (LSTM,GRU) & Convolution models (Conv1D, Conv2D) on a subset of Amazon Reviews data with TensorFlow on Python 3. A sentiment analysis project.

Materials for GWU DNSC 6279 and DNSC 6290.

Evidence-based Explanation Dataset (AACL-IJCNLP 2020)

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.

The missing SVM-based text classification module implementing HanLP's interface

Just a crawler based on tg-cli for Telegram. Deprecated by now, please use telegram-export.

分别使用rnn/cnn/rcnn来实现根据患者描述，进行疾病诊断

NLP Core Library and Model Zoo based on PaddlePaddle 2.0

A ready to go text classification trainer based on synaptic (https://github.com/cazala/synaptic)

This repository provides everything to get started with Python for Text Mining / Natural Language Processing (NLP)

Text Classification in Turkish Texts with Bert

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

Official Java client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Java apps.

Extracting biomedical relationships from literature with Snorkel 🏊

Python for Text Classification with Machine Learning in Python 3.6.

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

HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories (ICDM'19)

Automatically extract chemical information from scientific documents

Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.

ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction

Text preprocessing, representation, similarity calculation, text search and classification. Let's go and play with text!

🔮Deep Learning for text made easy with AllenNLP

Text Similarity Applied to resume, to compare Resumes with Job Descriptions and create a score to rank them. Similar to an ATS.

Java interface for fastText

Vietnamese Text Classification

A practical guide to topic mining and interactive visualizations

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

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

Active Learning for Text Classification in Python

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

A Dragnet that also extract author, headline, date, keywords from context

Few-shot binary text classification with Induction Networks and Word2Vec weights initialization

Implementing nlp papers relevant to classification with PyTorch, gluonnlp

About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.

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

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

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

自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Sentence Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用

[KDD 2020] Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding

Naive Bayes text classification implementation as an OmniCat classifier strategy. (#ruby #naivebayes)

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.

A Feed Aggregator that Knows What You Want to Read.

Python package for Korean natural language processing.

基于Transformers的文本分类

Code for EMNLP 2021 paper "Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization"

AraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models.

Chinese Question Classifier (Keras Implementation) on BQuLD

Fast, Consistent Tokenization of Natural Language Text

CogComp's light-weight Python NLP annotators

Fast topic modeling platform

Segmentation based event detection from Tweets. Published at NAACL SRW 2019