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Search results for natural language processing classification

classification x

natural-language-processing x

524 search results found

Nlp Tutorial ⭐ 12,403

Natural Language Processing Tutorial for Deep Learning Researchers

Text_classification ⭐ 7,411

all kinds of text classification models and more with deep learning

Tensorflow_cookbook ⭐ 6,085

Code for Tensorflow Machine Learning Cookbook

Smile ⭐ 5,793

Statistical Machine Intelligence & Learning Engine

Franc ⭐ 3,745

Natural language detection

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Flaml ⭐ 2,799

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

Uer Py ⭐ 2,734

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

Awesome Deeplearning ⭐ 2,356

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

Kashgari ⭐ 2,141

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

Practical Machine Learning With Python ⭐ 2,054

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

A high-level machine learning and deep learning library for the PHP language.

Absa Pytorch ⭐ 1,782

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

Text_classification ⭐ 1,621

Text Classification Algorithms: A Survey

Eda_nlp ⭐ 1,405

Data augmentation for NLP, presented at EMNLP 2019

Keras Textclassification ⭐ 1,270

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastTex RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

Detext ⭐ 1,235

DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks

Tribuo ⭐ 1,173

Tribuo - A Java machine learning library

Ktrain ⭐ 1,169

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

Text_gcn ⭐ 1,008

Graph Convolutional Networks for Text Classification. AAAI 2019

Semi Supervised Learning ⭐ 904

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

Tencentpretrain ⭐ 858

Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

Nlp Tutorial ⭐ 836

A list of NLP(Natural Language Processing) tutorials

Awesome Relation Extraction ⭐ 831

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

Source code of K-BERT (AAAI2020)

Lightautoml ⭐ 769

LAMA - automatic model creation framework

Bert Multi Label Text Classification ⭐ 761

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

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Transformers Tutorials ⭐ 749

Github repo with tutorials to fine tune transformers for diff NLP tasks

Nlp Notebooks ⭐ 710

A collection of notebooks for Natural Language Processing from NLP Town

Detoxify ⭐ 695

Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at [email protected].

Neural Network Compression Framework for enhanced OpenVINO™ inference

Wikipedia2vec ⭐ 660

A tool for learning vector representations of words and entities from Wikipedia

Textclassification Keras ⭐ 649

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

Failed Ml ⭐ 577

Compilation of high-profile real-world examples of failed machine learning projects

Deep neural network framework for multi-label text classification

Deeplearning4nlp Tutorial ⭐ 549

Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)

Nlp_pytorch_project ⭐ 517

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

Attention Networks For Classification ⭐ 477

Hierarchical Attention Networks for Document Classification in PyTorch

Happy Transformer ⭐ 449

Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.

Course repo for Applied Natural Language Processing (Spring 2019)

Awesome Data Comp Solution ⭐ 407

数据科学/人工智能比赛解决方案汇总

Ner Bert ⭐ 398

BERT-NER (nert-bert) with google bert https://github.com/google-research.

Hierarchical Attention Networks ⭐ 396

Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will probably not be addressed.

Textfooler ⭐ 376

A Model for Natural Language Attack on Text Classification and Inference

Datascience_artificialintelligence_utils ⭐ 369

Examples of Data Science projects and Artificial Intelligence use-cases

Pytextclassifier ⭐ 365

pytextclassifier is a toolkit for text classification. 文本分类，LR，Xgboost，TextCNN，FastText，TextRNN，BERT等分类模型

Bert4doc Classification ⭐ 353

Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

Llm Finetuning Hub ⭐ 336

Repository that contains LLM fine-tuning and deployment scripts along with our research findings.

Text Classification Models Pytorch ⭐ 309

Implementation of State-of-the-art Text Classification Models in Pytorch

A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI )

Awesome Noah ⭐ 290

AI圈Noah plan-AI数据竞赛Top可复现解决方案(Awesome Top Solution List of Excellent AI Competitions)

Aspect Based Sentiment Analysis ⭐ 288

A paper list for aspect based sentiment analysis.

Neural Sentiment Classification

Melusine ⭐ 280

Melusine is a high-level library for emails classification and feature extraction "dédiée aux courriels français".

Absapapers ⭐ 268

Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合

Nlp_bahasa_resources ⭐ 260

A Curated List of Dataset and Usable Library Resources for NLP in Bahasa Indonesia

Textclassification ⭐ 255

Pytorch + NLP, 一份友好的项目实践仓库

Finnlp Progress ⭐ 254

NLP progress in Fintech. A repository to track the progress in Natural Language Processing (NLP) related to the domain of Finance, including the datasets, papers, and current state-of-the-art results for the most popular tasks.

Indic Bert ⭐ 253

BERT-based Multilingual Model for Indian Languages

Mead Baseline ⭐ 245

Deep-Learning Model Exploration and Development for NLP

Toxic Comment Classification Challenge

Cnn Text Classification Tf Chinese ⭐ 235

CNN for Chinese Text Classification in Tensorflow

Nlp_classification ⭐ 231

Implementing nlp papers relevant to classification with PyTorch, gluonnlp

Parsbert ⭐ 222

🤗 ParsBERT: Transformer-based Model for Persian Language Understanding

Demo Chinese Text Binary Classification With Bert ⭐ 219

Jfasttext ⭐ 215

Java interface for fastText

Chineseblue ⭐ 212

Chinese Biomedical Language Understanding Evaluation benchmark (ChineseBLUE)

Text Cnn Tensorflow ⭐ 211

Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow

Cnn Text Classification Keras ⭐ 204

Text Classification by Convolutional Neural Network in Keras

Speech_signal_processing_and_classification ⭐ 203

Front-end speech processing aims at extracting proper features from short- term segments of a speech utterance, known as frames. It is a pre-requisite step toward any pattern recognition problem employing speech or audio (e.g., music). Here, we are interesting in voice disorder classification. That is, to develop two-class classifiers, which can discriminate between utterances of a subject suffering from say vocal fold paralysis and utterances of a healthy subject.The mathematical modeling of th

Doc Han Att ⭐ 193

Hierarchical Attention Networks for Chinese Sentiment Classification

Unify Emotion Datasets ⭐ 189

A Survey and Experiments on Annotated Corpora for Emotion Classification in Text

Textvec ⭐ 186

Text vectorization tool to outperform TFIDF for classification tasks

Data Science Toolkit ⭐ 185

Collection of stats, modeling, and data science tools in Python and R.

Deep Survey Text Classification ⭐ 177

The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.

Scicloj.ml ⭐ 176

A Clojure machine learning library

Neat Vision ⭐ 175

Neat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Processing (NLP) tasks. (framework-agnostic)

Nlp_research ⭐ 170

NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文四大任务

Text Emotion Classification ⭐ 165

Archived - not answering issues

All4nlp ⭐ 157

All For NLP, especially Chinese.

Notebooks ⭐ 156

Jupyter Notebooks with Deep Learning Tutorials

Java Deep Learning Cookbook ⭐ 150

Code for Java Deep Learning Cookbook

Nlp Beginner Guide Keras ⭐ 149

NLP model implementations with keras for beginner

Char Cnn Text Classification Pytorch ⭐ 148

Character-level Convolutional Neural Networks for text classification in PyTorch

Negapoji ⭐ 147

Japanese negative positive classification.日本語文書のネガポジを判定。

Awesome Text Classification ⭐ 144

Awesome-Text-Classification Projects,Papers,Tutorial .

Emotion_dataset ⭐ 140

😄 Dataset for Emotion Classification

How To Use Transformers ⭐ 136

Transformers 库快速入门教程

Cocoaai ⭐ 134

🤖 The Cocoa Artificial Intelligence Lab

Wordembeddings Elmo Fasttext Word2vec ⭐ 129

Using pre trained word embeddings (Fasttext, Word2Vec)

Txtai.js ⭐ 122

JavaScript client for txtai

Pubmed Rct ⭐ 115

PubMed 200k RCT dataset: a large dataset for sequential sentence classification.

Transformersdataaugmentation ⭐ 115

Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper

Deep_learning_in_python_2018 ⭐ 114

Deep Learning workshop including image classification, face recognition, Object detection, language modelling, image captioning and neural machine translation.

Whatthelang ⭐ 111

Lightning Fast Language Prediction 🚀

Natural Synaptic ⭐ 110

Javascript Natural Language Classifier

基于 Tensorflow，仿 Scikit-Learn 设计的深度学习自然语言处理框架。支持 40 余种模型类，涵盖语言模型、文本分类、NER、MRC、知识蒸馏等各个领域

Sa Papers ⭐ 108

📄 Deep Learning 中 Sentiment Analysis 論文統整與分析 😀😡☹️😭🙄🤢

Ask2transformers ⭐ 107

A Framework for Textual Entailment based Zero Shot text classification

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