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Nlp Stuff ⭐ 27

A bit of everything about text and nlp [IN PROGRESS]

Text Gcn Chainer ⭐ 27

Chainer implementation of "Yao et al. 2018. Graph Convolutional Networks for Text Classification. ArXiv."

Pytorch_bert_chinese_text_classification ⭐ 26

基于pytorch+bert的中文文本分类

Text_gcn_tutorial ⭐ 26

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

Vietnamese News Classification ⭐ 26

We use LSTM, BiLSTM, BERT and SVM with TF-IDF, Word2vec and Bag-of-words to classify this documents to positive (labeled as 1), neutral (labeled as 0) and negative (labeled as 2)

OpenTC is a text classification engine using several algorithms in machine learning

Medical Diagnosis Cnn Rnn Rcnn ⭐ 25

分别使用rnn/cnn/rcnn来实现根据患者描述，进行疾病诊断

Rnn Text Classification Tf ⭐ 25

Tensorflow implementation of Attention-based Bidirectional RNN text classification.

Character Level Cnn Tensorflow ⭐ 25

Character-level CNN for text classification

The Internet plays an increasingly important part in our daily lives as a source of written content for news and leisure. Yet it is tedious and difficult to sort through this staggering flow of information and stay updated with changes in our world, even using automated tools. Reading magazines and newspapers is too time-consuming, and there is a huge amount of online content that is updated or generated each minute. Our solution considers each user’s interests and leverages Artificial Intellige

Bert_for_longer_texts ⭐ 25

BERT classification model for processing texts longer than 512 tokens. Text is first divided into smaller chunks and after feeding them to BERT, intermediate results are pooled. The implementation allows fine-tuning.

Text Clf Baselines ⭐ 24

WideMLP for Text Classification

Nsmc Zeppelin Notebook ⭐ 24

Movie review dataset Word2Vec & sentiment classification Zeppelin notebook

Ml You Can Use ⭐ 24

Practical ML and NLP with examples.

20 Newsgroups_text Classification ⭐ 24

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

Text Classification ⭐ 24

CNN for sentence classification using Pytorch and MXNET

A Feed Aggregator that Knows What You Want to Read.

Simple Python client for the Hugging Face Inference API

Autobrewml ⭐ 24

With AutoBrewML Framework the time it takes to get production-ready ML models with great ease and efficiency highly accelerates.

Subject And Sentiment Analysis ⭐ 23

汽车行业用户观点主题及情感识别

Text Classification ⭐ 23

Text Classification using Multinomial Naive Bayes (implemented from scratch in python3)

Transfer Learning For Text Classification ⭐ 23

Textcategorization ⭐ 23

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

Structured Self Attentive Sentence Embedding ⭐ 23

Re-Implementation of "A Structured Self-Attentive Sentence Embedding" by Lin et al., 2017

Valohai Fasttext Example ⭐ 23

Production Machine Learning Pipeline for Text Classification with fastText

Text_classification ⭐ 23

文本分类：传统机器学习模型和深度学习模型

Natural Language Processing Projects ⭐ 23

This repository consists of all my NLP Projects

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.

Text_classification ⭐ 23

基于tensorflow2.0中的keras进行中文的文本分类，实验数据为中文新闻分类文本cnews

Policy Data Analyzer ⭐ 22

Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.

Monkeylearn Java ⭐ 22

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

Prompt_text_classification ⭐ 22

基于prompt的中文文本分类。

User Profiling In Social Media ⭐ 22

Predicting gender, age and personality traits of a user from profile images, status and likes

Adaptor will help you to adapt a language model to your own data domain, task, or custom research objective(s).

🎈 2020年中国高校计算机大赛(C4)－网络技术挑战赛EP2决赛赛项：基于CNN+LSTM时空神经网络

Comparable Text Miner ⭐ 22

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

Indonesian Twitter Emotion Dataset ⭐ 22

Indonesian twitter dataset for emotion classification task

Fasttext1607 ⭐ 22

Unofficial Implementation of "Bag of Tricks for Efficient Text Classification", 2016, Armand Joulin et al. (https://arxiv.org/pdf/1607.01759.pdf)

Projects ⭐ 22

Kg4zeroshottext ⭐ 22

Source code of the paper 'Integrating Semantic Knowledge to Tackle Zero-shot Text Classification. NAACL-HLT 2019. '

Fasttext Sentiment Analysis For Tweets ⭐ 21

Essential about fastText architecture, cleaning, upsampling and sentiments for tweets.

Bee Tool ⭐ 21

BEE (Bug rEport analyzEr), a tool for structuring and analyzing bug reports

Python M1tal ⭐ 21

Resources for Master TAL (NLP), first degree, at Inalco.

ALMa (Active Learning Manager) Keeps track of labeled and unlabeled data for active learning

PyTorch implementation of the paper "Hyperbolic Interaction Model For Hierarchical Multi-Label Classification"

Semantic Cnn ⭐ 21

Initializing Convolutional Filters with Semantic Features for Text Classification

Icdar 2019 Rrc Sroie ⭐ 21

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

[AAAI 2022] Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification

Hepsiburada Review Scraper ⭐ 20

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

Nlpcloud Php ⭐ 20

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 much more...

Analisis Sentimen Id ⭐ 20

Analisis Sentimen Twitter dengan TFIDF-ANN

Nlp_classification_workshop ⭐ 20

NLP Classification Workshop

Textclassificationbert ⭐ 20

🚀 基于PyTorch的BERT文本分类框架

Naive Bayes Text Classifier In Java ⭐ 20

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

Pytorch Distributed Nlp ⭐ 20

pytorch分布式训练

TextCNN by TensorFlow 2.0.0 ( tf.keras mainly ).

Sentiment Analysis Amazon Products Reviews ⭐ 20

NLP with NLTK for Sentiment analysis amazon Products Reviews

Mixup Text ⭐ 20

Exploring mixup strategies for text classification

Text Classification Transformers ⭐ 19

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

Bns Short Text Similarity ⭐ 19

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

Multi Filter Residual Convolutional Neural Network ⭐ 19

Multi-Filter Residual Convolutional Neural Network for Text Classification

Fake News Detection Liar Pytorch ⭐ 19

Fake News Detection by Learning Convolution Filters through Contextualized Attention

Lda_cnn_text_classifier ⭐ 19

prepare the input data for CNN text classification using LDA

Ml Notebook ⭐ 19

Karma of Humans is AI

a tool for comparing the predictions of any text classifiers

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.

Bert_nlp_classification ⭐ 19

Use transfer learning for Text_classification with BERT.

Metalifelonglanguage ⭐ 19

Repository containing code for the paper "Meta-Learning with Sparse Experience Replay for Lifelong Language Learning".

Text Classification Small Datasets ⭐ 19

Building a text classifier with extremely small datasets

Deeplearning Course ⭐ 18

My exercises in the deep learning course

Ml4k Ai Extension ⭐ 18

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

Synaptic Simple Trainer ⭐ 18

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

Natural Language Processing With Machine Learning ⭐ 18

This repository builds a basic understanding of Natural Language Processing and Machine Learning tasks around it.

Kaggle Project List ⭐ 18

Summary of my projects on kaggle

Zimbra Ml ⭐ 18

Zimbra Machine Learning GraphQL Server

Xai Benchmark ⭐ 18

A Diagnostic Study of Explainability Techniques for Text Classification

Graph Based Tc ⭐ 18

Graph-based framework for text classification

Turkish News Classification ⭐ 17

Turkish News Category Classification Tutorial

[NeurIPS 2022 Oral (Spotlight)] Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification

Naacl2016 ⭐ 17

Data splits for the NAACL 2016 paper

Learning Adversarial Networks for Semi-Supervised Text Classification via Policy Gradient

Concise Ipython Notebooks For Deep Learning ⭐ 17

Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.

Ccf_2020_beike ⭐ 17

CCF BDCI 2020 房产行业聊天问答匹配赛道 A榜47/2985

Text2gender ⭐ 17

Predict the author's gender from their text.

Refinery Python Sdk ⭐ 17

Official Python SDK for Kern AI refinery.

Simphile ⭐ 17

Python Text Similarity NLP Libray

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

Ijcnlp2017 Customer Feedback ⭐ 16

Code for "All-In-1: Short Text Classification with One Model for All Languages" - Plank (2017), IJCNLP 2017 shared task 4

Vulnerabilityclassifier ⭐ 16

Severity scoring and exploit categorisation for vulnerability reports using machine-learning tools.

Cleanlab Studio ⭐ 16

Client interface for all things Cleanlab Studio

Very Deep Cnn Tensorflow ⭐ 16

Very deep CNN for text classification

Text Classification Benchmark ⭐ 16

文本分类基准测试

Long Texts Sentiment Analysis Roberta ⭐ 16

PyTorch implementation of Sentiment Analysis of the long texts written in Serbian language (which is underused language) using pretrained Multilingual RoBERTa based model (XLM-R) on the small dataset.

Relation Classification ⭐ 16

Relation Classification - SEMEVAL 2010 task 8 dataset

Tensorflow Textgcn ⭐ 16

Efficient implementation of "Graph Convolutional Networks for Text Classification"

Ml With Text ⭐ 16

[Tutorial] Demystifying Natural Language Processing with Python

Supervised Term Weighting ⭐ 16

Supervised Term Weighting Schemes for Text Classification

Natural Language Processing for Lithuanian language

Detecting Offensive Language In Tweets ⭐ 16

Detecting cyberbullying in tweets using Machine Learning

Package for extracting emotions from social media text. Tailored for financial data.

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