Awesome Open Source

Programming Languages

Search results for dataset text classification

text-classification x

70 search results found

Nlp_chinese_corpus ⭐ 8,344

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

Cluedatasetsearch ⭐ 2,778

搜索所有中文NLP数据集，附常用英文NLP数据集

Chatgpt Comparison Detection ⭐ 921

Human ChatGPT Comparison Corpus (HC3), Detectors, and more! 🔥

Chatito ⭐ 755

🎯🗯 Generate datasets for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!

Cluepretrainedmodels ⭐ 536

高质量中文预训练模型集合：最先进大模型、最快小模型、相似度专门模型

text classification - no machine learning knowledge needed

Keras Text ⭐ 417

Text Classification Library in Keras

RMDL: Random Multimodel Deep Learning for Classification

HDLTex: Hierarchical Deep Learning for Text Classification

Fake_news_detection ⭐ 251

Fake News Detection in Python

Lotclass ⭐ 231

[EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach

Knowprompt ⭐ 166

Code and datasets for the WWW2022 paper "KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction."

This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach' (In Proc. of NAACL-HLT 2021).

Newsmtsc ⭐ 122

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.

Lstm Classification Pytorch ⭐ 116

Text classification based on LSTM on R8 dataset for pytorch implementation

Rnn Text Classification Tf ⭐ 112

Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification

Ask2transformers ⭐ 107

A Framework for Textual Entailment based Zero Shot text classification

Cnn Text Classification ⭐ 101

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

Amazon Sagemaker Keras Text Classification ⭐ 91

A step-by-step guide that shows how to do text classification by run training/inference for a custom model in Amazon SageMaker

Sentiment ⭐ 85

An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.

Icdar 2019 Sroie ⭐ 83

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

Marathinlp ⭐ 80

Marathi NLP - is a repository dedicated to development of tools and resources for Marathi language.

Weshclass ⭐ 67

[AAAI 2019] Weakly-Supervised Hierarchical Text Classification

Text Classification ⭐ 64

deep learning models for text classification written in TensorFlow(Python).

Higitclass ⭐ 62

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

Chinese_book_dataset ⭐ 54

中文图书数据集/数据挖掘/自然语言处理/中国图书分类法/图书情报学/数据挖掘/文本分类/

Minimally Supervised Categorization of Text with Metadata (SIGIR'20)

Local Context Unit ⭐ 50

local-context-unit

Text classification with Sparse Composite Document Vectors.

Westclass ⭐ 47

[CIKM 2018] Weakly-Supervised Neural Text Classification

Blurbgenrecollection Hmc ⭐ 47

Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.

Glami 1m ⭐ 47

The largest multilingual image-text classification dataset. It contains fashion products.

Python package for understanding the difficulty of text classification datasets. (in CoNNL 2018)

Ua Datasets ⭐ 44

A collection of datasets for Ukrainian language

Cccapsnet ⭐ 44

A PyTorch implementation of Compositional Coding Capsule Network based on PRL 2022 paper "Compositional Coding Capsule Network with K-Means Routing for Text Classification"

Textunderstandingtsetlinmachine ⭐ 42

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

Tensorflow implementation of ACL2020 paper "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks."

Pytorch Pqrnn ⭐ 36

Implementation of pQRNN in PyTorch

Ten Thousand German News Articles Dataset for Topic Classification

Character Level Convolutional Network For Text Classification Applied To Chinese Corpus ⭐ 34

Thesis of UCL student Weijie Huang

Automatic Personality Prediction ⭐ 33

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

Text Classification Lstms Pytorch ⭐ 31

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.

Code for the paper "Contextualized Weak Supervision for Text Classification"

Very Deep Cnn Pytorch ⭐ 30

Very deep CNN for text classification

Cnn Question Classification Keras ⭐ 29

Chinese Question Classifier (Keras Implementation) on BQuLD

20 Newsgroups_text Classification ⭐ 24

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

Textcategorization ⭐ 23

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

Tensorflow Sentiment Analysis On Amazon Reviews Data ⭐ 23

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.

Indonesian Twitter Emotion Dataset ⭐ 22

Indonesian twitter dataset for emotion classification task

Hepsiburada Review Scraper ⭐ 20

Hepsiburada review/comment and rating scraper. Turkish text dataset creator for data science and NLP projects. 📜

Fake News Detection Liar Pytorch ⭐ 19

Fake News Detection by Learning Convolution Filters through Contextualized Attention

Text Classification Small Datasets ⭐ 19

Building a text classifier with extremely small datasets

HateBR is the first large-scale expert annotated dataset of Brazilian Instagram comments for hate speech and offensive language detection on the web and social media.

Xai Benchmark ⭐ 18

A Diagnostic Study of Explainability Techniques for Text Classification

Turkish News Classification ⭐ 17

Turkish News Category Classification Tutorial

Protonet Bert Text Classification ⭐ 16

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

COVID-19 Question Dataset from the paper "What Are People Asking About COVID-19? A Question Classification Dataset"

Nlp_fakenewsdetection ⭐ 15

Using machine learning & deep learning to analyze the News

Short Text Classification ⭐ 14

Short Text Classification with Deep Neural Networks: An Experimental Analysis

Generative Explanation Framework For Text Classification ⭐ 13

Filipino Text Benchmarks ⭐ 13

Open-source benchmark datasets and pretrained transformer models in the Filipino language.

Ebe Dataset ⭐ 12

Evidence-based Explanation Dataset (AACL-IJCNLP 2020)

Bangla News Rnn ⭐ 11

Bangla news classification and generation

implement DPCNN for text classification

Rationale Cnn ⭐ 11

This repository implements the model from paper: Rationale-Augmented Convolutional Neural Networks for Text Classification

Tasks for descibing differences between text distributions.

Automated Social Annotation ⭐ 8

Joint Multi-label Attention Network (JMAN)

Text Classification ⭐ 8

CNN,RNN ,Activation functions, Graph Convolutional Networks(GCN) for Text Classification

Sentimentanalysis ⭐ 7

This project aims at learning sentiment features from user reviews

Emotion Detection Rnn ⭐ 7

A bidirectional GRU model to detect discrete emotions in tweets.

Source code for our AAAI 2020 paper P-SIF: Document Embeddings using Partition Averaging

Text_classification_hierarchical_cnn ⭐ 6

Text classification using char-CNN + word-CNN

Text Classification ⭐ 6

Code examples and presentation slides from Machine Learning ID #2 Meetup - Yogyakarta

Few Shot Text Classification ⭐ 6

Location Inference ⭐ 6

RATE: Overcoming Noise and Sparsity of Textual Features in Real-Time Location Estimation (CIKM'17)

Id Nlp Resources ⭐ 6

Kumpulan resource untuk pemrosesan bahasa alami Bahasa Indonesia. Segala bentuk kontribusi sangat "WELCOME"

Multi Label Text Classification For Chinese ⭐ 6

pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.

Sentiment Analysis ⭐ 5

A repository for datasets which are used in sentiment analysis research studies. Datasets for sentiment analysis, datasets for text classification.

KR3: Korean Restaurant Review with Ratings / Experiments on Parameter-efficient Tuning and Task-adaptive Pre-training

Whose_heritage ⭐ 5

Data and Code for a paper accepted by Findings of EMNLP 2021

Large Scale Text Classification ⭐ 5

Large Scale benchmarking of state of the art text vectorizers

Amazon Fine Food Reviews Analysis ⭐ 5

The famous Amazon fine food reviews dataset on Kaggle for text classification. I have performed sentiment analysis on the dataset using different techniques. Please see readme for details.

Toyrnntext ⭐ 5

This is a toy implementation of RNNText on zhihu tag classification dataset.

Indrnn_cntk ⭐ 5

An implementation of IndRNN on Microsoft cntk.

Perceptron Text Classification From Scracth ⭐ 5

A perceptron based text classification based on word bag feature extraction and applied on sentiment analysis dataset

Urdu Sentiment Corpus ⭐ 5

Labelled Dataset for Urdu Sentiment Analysis

Machine Learning Course ⭐ 5

Machine Learning and Deep Learning Course

Related Searches

Python Dataset (14,792)

Jupyter Notebook Dataset (6,946)

Deep Learning Dataset (2,364)

Machine Learning Dataset (2,279)

Dataset Pytorch (1,847)

Dataset Tensorflow (1,583)

Dataset Classification (1,500)

Dataset Convolutional Neural Networks (1,264)

Dataset Paper (1,252)

Javascript Dataset (1,014)

1-70 of 70 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.