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natural-language-processing x

text-classification x

150 search results found

Hanlp ⭐ 33,722

中文分词词性标注命名实体识别依存句法分析成分句法分析语义依存分析语义角色标注指代消解风格转换语义相似度新词发现关键词短语提取自动摘要文本分类聚类拼音简繁转换自然语言处理

Spacy ⭐ 28,628

💫 Industrial-strength Natural Language Processing (NLP) in Python

Nlp_chinese_corpus ⭐ 8,344

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

Text_classification ⭐ 7,628

all kinds of text classification models and more with deep learning

Nlp Recipes ⭐ 6,408

Natural Language Processing Best Practices & Examples

Snips Nlu ⭐ 3,796

Snips Python library to extract meaning from text

Spark Nlp ⭐ 3,578

State of the Art Natural Language Processing

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Fastnlp ⭐ 2,940

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

Cluedatasetsearch ⭐ 2,778

搜索所有中文NLP数据集，附常用英文NLP数据集

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.

Pythoncode Tutorials ⭐ 1,923

The Python Code Tutorials

Easynlp ⭐ 1,871

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

Text_classification ⭐ 1,621

Text Classification Algorithms: A Survey

Delta ⭐ 1,588

DELTA is a deep learning based natural language and speech processing platform. LF AI & DATA Projects: https://lfaidata.foundation/projects/delta/

Transformers_tasks ⭐ 1,521

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

Neuronblocks ⭐ 1,454

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

Eda_nlp ⭐ 1,405

Data augmentation for NLP, presented at EMNLP 2019

Refinery ⭐ 1,257

The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

Nlp_xiaojiang ⭐ 1,129

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（Senten 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

Bert4torch ⭐ 1,035

An elegent pytorch implement of transformers

Obsei ⭐ 1,020

Obsei is a low code AI powered automation tool. It can be used in various business flows like social listening, AI based alerting, brand image analysis, comparative study and more .

Text_gcn ⭐ 1,008

Graph Convolutional Networks for Text Classification. AAAI 2019

Chatgpt Comparison Detection ⭐ 921

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

Whatlang Rs ⭐ 919

Natural language detection library for Rust. Try demo online: https://whatlang.org/

Wikipedia2vec ⭐ 899

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

Bert_language_understanding ⭐ 886

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

Nlp In Practice ⭐ 861

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

Nlp Tutorial ⭐ 836

A list of NLP(Natural Language Processing) tutorials

Spacy Llm ⭐ 806

🦙 Integrating LLMs into structured NLP pipelines

Bert Multi Label Text Classification ⭐ 761

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

Chatito ⭐ 755

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

Lightnlp ⭐ 725

基于Pytorch和torchtext的自然语言处理深度学习框架。

A Modern C++ Data Sciences Toolkit

Textclassification Keras ⭐ 649

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

Dataaug4nlp ⭐ 595

Collection of papers and resources for data augmentation for NLP.

Nlp_quickbook ⭐ 577

NLP in Python with Deep Learning

BERT for Multitask Learning

Text_mining_resources ⭐ 511

Resources for learning about Text Mining and Natural Language Processing

Small Text ⭐ 509

Active Learning for Text Classification in Python

Happy Transformer ⭐ 449

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

Bertwithpretrained ⭐ 428

An implementation of the BERT model and its related downstream tasks based on the PyTorch framework

Pytextclassifier ⭐ 427

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

Chinese_text_cnn ⭐ 419

TextCNN Pytorch实现中文文本分类情感分析

Sequence Semantic Embedding ⭐ 409

Tools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and recall fetching, cross-lingual information retrieval, and question answering etc.

Interpret Text ⭐ 392

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

Nlp Notebook ⭐ 390

NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生

a Deep Learning Framework for Text

Textfooler ⭐ 376

A Model for Natural Language Attack on Text Classification and Inference

Bert4doc Classification ⭐ 353

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

Mixtext ⭐ 346

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

Marktool ⭐ 321

DoTAT 是一款基于web、面向领域的通用文本标注工具，支持大规模实体标注、关系标注、事件标注、文本分类、基于

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

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 :octocat:)

Nlp Labelling ⭐ 261

Labelling platform for text using weak supervision.

Fancy Nlp ⭐ 246

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

Backprop ⭐ 242

Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.

Cybertron ⭐ 235

Cybertron: the home planet of the Transformers in Go

Cnn Text Classification Tf Chinese ⭐ 235

CNN for Chinese Text Classification in Tensorflow

Nlp_classification ⭐ 229

Implementing nlp papers relevant to classification with PyTorch, gluonnlp

Jfasttext ⭐ 215

Java interface for fastText

Kevinpro Nlp Demo ⭐ 209

All NLP you Need Here. 目前包含15个NLP demo的pytorch实现（大量代码借鉴于其他开源项目，原先是自己玩的，后来干脆也开源出来）

Cnn Text Classification Keras ⭐ 204

Text Classification by Convolutional Neural Network in Keras

Nsp Bert ⭐ 194

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

Pycontinual ⭐ 185

PyContinual (An Easy and Extendible Framework for Continual Learning)

Pytorch Transformers Classification ⭐ 181

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.

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.

Implementation of Very Deep Convolutional Neural Network for Text Classification

Hierarchical Attention Networks Pytorch ⭐ 171

Hierarchical Attention Networks for document classification

RETVec is an efficient, multilingual, and adversarially-robust text vectorizer.

Chinese Text Classification Pytorch ⭐ 156

中文文本分类任务，基于PyTorch实现（TextCNN，TextRNN，FastText，Text DPCNN, Transformer，Bert，ERNIE），开箱即用！

Dan Jurafsky Chris Manning Nlp ⭐ 155

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

Dual Contrastive Learning ⭐ 147

Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"

Monkeylearn Python ⭐ 146

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

Awesome Text Classification ⭐ 144

Awesome-Text-Classification Projects,Papers,Tutorial .

Your Advanced Twitter stalking tool

Holmes Extractor ⭐ 134

Information extraction from English and German texts based on predicate logic

Fine Grained Sentiment ⭐ 126

A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.

Bible_text_gcn ⭐ 123

Pytorch implementation of "Graph Convolutional Networks for Text 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.

Attrprompt ⭐ 114

[NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.

Lingfeat ⭐ 113

LingFeat - A Comprehensive Linguistic Features Extraction ToolKit for Readability Assessment

Awesome Nlp Resources ⭐ 113

a collection of NLP projects&tools. 自然语言处理方向项目和工具集合。

Natural language processing using unsupervised vectors representation.

Ask2transformers ⭐ 107

A Framework for Textual Entailment based Zero Shot text classification

Tasksource ⭐ 103

Datasets collection and standardization preprocessings for NLP extreme multitask learning

Nlp_toolkit ⭐ 101

Library of state-of-the-art models (PyTorch) for NLP tasks

Cnn Text Classification ⭐ 101

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

Nlp Tutorial ⭐ 101

自然语言处理（NLP）教程，包括：词向量，词法分析，预训练语言模型，文本分类，文本语义匹配，信息抽取

Torchblocks ⭐ 99

A PyTorch-based toolkit for natural language processing

Fastrtext ⭐ 97

R wrapper for fastText

Ulm Basenet ⭐ 97

Implementation of ULMFit algorithm for text classification via transfer learning

Adversarial_text ⭐ 94

Code for Adversarial Training Methods for Semi-Supervised Text Classification

Ml Classify Text Js ⭐ 91

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

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.

Nlpbuddy ⭐ 82

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

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