Awesome Open Source

Programming Languages

Search results for text classification

text-classification x

842 search results found

Deepgraphcnnfortexts ⭐ 98

Ulm Basenet ⭐ 97

Implementation of ULMFit algorithm for text classification via transfer learning

Fastrtext ⭐ 97

R wrapper for fastText

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

Adversarial_text ⭐ 94

Code for Adversarial Training Methods for Semi-Supervised Text Classification

Meta Learning Bert ⭐ 94

Meta learning with BERT as a learner

Ml Classify Text Js ⭐ 91

Machine learning based text classification in JavaScript using n-grams and cosine similarity

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

Active Learning Workshop ⭐ 91

Active Learning Workshop Materials

Self Attentive Emb Tf ⭐ 91

Simple Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017)

Cnn_intent_classification ⭐ 90

CNN for intent classification task in a Chatbot

Textaugmentation Gpt2 ⭐ 85

Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.

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.

Transformers_for_text_classification ⭐ 84

基于Transformers的文本分类

Torchflare ⭐ 83

TorchFlare is a simple, beginner-friendly, and easy-to-use PyTorch Framework train your models effortlessly.

Icdar 2019 Sroie ⭐ 83

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

📓 Long(er) text representation and classification using Doc2Vec embeddings

Nlpbuddy ⭐ 82

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

Liblinear Ruby Swig ⭐ 82

This is the Ruby interface to LIBLINEAR (much more efficient than LIBSVM for text classification and other large linear classifications)

Tf Text Classification ⭐ 81

CNN and RNN with Attention for Chinese Text Classification in Tensorflow

💡GENIUS – generating text using sketches!

Densenet Nlp ⭐ 80

Tensorflow implementation of Very Deep Convolutional Networks for Natural Language Processing

Marathinlp ⭐ 80

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

Textfool ⭐ 79

Plausible looking adversarial examples for text classification

Machinelearningwithpython ⭐ 79

Get started with Machine Learning with Python - An introduction with Python programming examples

Few Shot Text Classification ⭐ 78

Code for reproducing the results from the paper Few Shot Text Classification with a Human in the Loop

Textclassify_with_bert ⭐ 78

使用BERT模型做文本分类；面向工业用途

Nlp_in_action ⭐ 77

Do NLP tasks with some SOTA methods

Monkeylearn Ruby ⭐ 77

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

Tf Transformers ⭐ 76

State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).

Practical 3 ⭐ 75

Oxford Deep NLP 2017 course - Practical 3: Text Classification with RNNs

X Transformer ⭐ 75

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

Transfer Learning Text Tf ⭐ 74

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

Nlp News Classification ⭐ 74

Train and deploy a News Classifier using language model (ULMFit) - Serverless container

Cso Classifier ⭐ 74

Python library that classifies content from scientific papers with the topics of the Computer Science Ontology (CSO).

Atec Nlp ⭐ 74

ATEC 金融大脑-金融智能NLP服务

Product Categorization Nlp ⭐ 70

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

Bert Chinese Text Classification Pytorch ⭐ 68

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

Weshclass ⭐ 67

[AAAI 2019] Weakly-Supervised Hierarchical Text Classification

Source code of TMN (Topic Memory Network)

Vaaku2vec ⭐ 65

Language Modeling and Text Classification in Malayalam Language using ULMFiT

Text Classification ⭐ 64

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

Nlpcloud Python ⭐ 63

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and more...

UNF(Universal NLP Framework)

Ml2017fall ⭐ 63

Machine Learning (EE 5184) in NTU

TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning (NAACL 2022)

Nlp Pretrained Model ⭐ 63

A collection of Natural language processing pre-trained models.

Deep Atrous Cnn Sentiment ⭐ 63

Deep-Atrous-CNN-Text-Network: End-to-end word level model for sentiment analysis and other text classifications

Higitclass ⭐ 62

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

Pytorch_bert_elmo_example ⭐ 62

A text classification example with Bert/ELMo/GloVe in pytorch

Seededlda ⭐ 62

LDA for semisupervised topic modeling

Oneai Node ⭐ 61

Natural language processing - summarization, sentiment analysis, topic detection and more.

Transformers Keras ⭐ 61

Transformer-based models implemented in tensorflow 2.x(using keras).

Freediscovery ⭐ 60

Web Service for E-Discovery Analytics

Imodelsx ⭐ 60

Scikit-learn friendly library to interpret, and prompt-engineer text datasets using large language models.

Capsule Pytorch ⭐ 59

A pytorch implementation of CapsNet for text classification 汽车行业用户观点主题及情感识别为例(subject-and-sentiment-analysis)

Gts Engine ⭐ 58

GTS Engine: A powerful NLU Training System。GTS引擎（GTS-Engine）是一款开箱即用且性能强大的自然语言理解引擎，聚焦于小

Completion After Prompt Probability. Make your LLM make a choice

Weakly supervised medical named entity classification

BERT, LDA, and TFIDF based keyword extraction in Python

Character Level Cnn ⭐ 55

Keras implementation of Character-level CNN for Text Classification

Playdata Zeppelin Notebook ⭐ 55

Zeppelin 화재 뉴스 기사 분류 예제

Very Deep Convolutional Networks For Natural Language Processing In Tensorflow ⭐ 54

implement the paper" Very Deep Convolutional Networks for Natural Language Processing"(https://arxiv.org/abs/1606.01781 ) in tensorflow

🤖📇 handling multiple nlp task in one pipeline

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)

中国法研杯-司法人工智能挑战赛

Textclassification ⭐ 53

Simple practice for text classification using Python

Hierarchical Metadata-Aware Document Categorization under Weak Supervision (WSDM'21)

Sarcasm Detection ⭐ 52

Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.

Fasttext ⭐ 52

Unofficial implementation of the paper "Bag of Tricks for Efficient Text Classification" by Joulin et al.

Mukayese ⭐ 51

State-of-the-art NLP tools for Turkish

Dropattack ⭐ 51

A masked adversarial training method for neural network

Aaai_2019_exam ⭐ 51

Official implementation of "Explicit Interaction Model towards Text Classification"

Transformers In Action ⭐ 51

This is the corresponding code for the book Transformers in Action

Wordmoversembeddings ⭐ 51

WordMoversEmbeddings(WME) is a simple code for generating the vector representation of sentence/document for text classification and clustering.

Dadengandhispython ⭐ 51

【微信公众号：大邓和他的python】, Python语法快速入门https://www.bilibili.com/video/av44384 Python网络爬虫快速入门https://www.bilibili.com/video/av720 我的联系邮箱[email protected]

MASKER: Masked Keyword Regularization for Reliable Text Classification (AAAI 2021)

Text classification with Sparse Composite Document Vectors.

Text Classification Keras ⭐ 50

📚 Text Classification Library with Keras

Helping AI practitioners better understand their datasets and models in text classification. From ServiceNow.

Discoursesimplification ⭐ 50

Extension of the SentenceSimplification project

Local Context Unit ⭐ 50

local-context-unit

Text Classification Baseline ⭐ 49

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

Deep Learning ⭐ 48

Deep Learning Bootcamp

自然语言处理相关实验实现 some experiment of natural language processing, Like text classification, named entity recognition, pos-tags, segment, key words extractor, auto summarize etc.

Rainette ⭐ 48

R implementation of the Reinert text clustering method

Konfuzio Sdk ⭐ 48

OCR, extract and classify documents. In addition, annotate documents and build your own NLP and Computer Vision models using Python by downloading the data. Find examples in our Colab Notebooks, e. g. how to fine-tune Flair.

Character Level Cnn Pytorch ⭐ 47

Character-level CNN for text classification

Monkeylearn Php ⭐ 47

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

Hierarchical Attention Networks ⭐ 47

TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"

Horus Ner ⭐ 47

HORUS: A framework to boost NLP tasks

Blurbgenrecollection Hmc ⭐ 47

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

Keras_bert_classification ⭐ 47

Bert-classification and bert-dssm implementation with keras.

Text Classification Pytorch ⭐ 47

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

Westclass ⭐ 47

[CIKM 2018] Weakly-Supervised Neural Text Classification

Zeroshot_topics ⭐ 47

Topic Inference with Zeroshot models

Glami 1m ⭐ 47

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

Wsdm Cup 2019 ⭐ 46

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

Textblob Ar ⭐ 46

Arabic support for textblob

Related Searches

Python Text Classification (893)

Natural Language Processing Text Classification (587)

201-300 of 842 search results

Privacy | About | Terms | Follow Us On Twitter

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