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Search results for natural language processing text classification
natural-language-processing
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text-classification
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164 search results found
Hanlp
⭐
32,059
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
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28,628
💫 Industrial-strength Natural Language Processing (NLP) in Python
Nlp_chinese_corpus
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8,344
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
Text_classification
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7,628
all kinds of text classification models and more with deep learning
Nlp Recipes
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6,321
Natural Language Processing Best Practices & Examples
Snips Nlu
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3,796
Snips Python library to extract meaning from text
Spark Nlp
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3,578
State of the Art Natural Language Processing
Catalyst
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3,151
Accelerated deep learning R&D
Fastnlp
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2,940
fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.
Cluedatasetsearch
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2,778
搜索所有中文NLP数据集,附常用英文NLP数据集
Kashgari
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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
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1,923
The Python Code Tutorials
Easynlp
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1,871
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
Keras Textclassification
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1,641
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
Text_classification
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1,621
Text Classification Algorithms: A Survey
Delta
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1,584
DELTA is a deep learning based natural language and speech processing platform.
Transformers_tasks
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1,521
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.
Neuronblocks
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1,441
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
Eda_nlp
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1,405
Data augmentation for NLP, presented at EMNLP 2019
Refinery
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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
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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
Text Analytics With Python
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1,073
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.
Bert4torch
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1,035
An elegent pytorch implement of transformers
Obsei
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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
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1,008
Graph Convolutional Networks for Text Classification. AAAI 2019
Chatgpt Comparison Detection
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921
Human ChatGPT Comparison Corpus (HC3), Detectors, and more! 🔥
Whatlang Rs
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919
Natural language detection library for Rust. Try demo online: https://whatlang.org/
Wikipedia2vec
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899
A tool for learning vector representations of words and entities from Wikipedia
Bert_language_understanding
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886
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
Nlp In Practice
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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
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836
A list of NLP(Natural Language Processing) tutorials
Spacy Llm
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806
🦙 Integrating LLMs into structured NLP pipelines
Bert Multi Label Text Classification
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761
This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
Chatito
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755
🎯🗯 Generate datasets for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!
Lightnlp
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725
基于Pytorch和torchtext的自然语言处理深度学习框架。
Spacy Streamlit
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688
👑 spaCy building blocks and visualizers for Streamlit apps
Meta
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660
A Modern C++ Data Sciences Toolkit
Textclassification Keras
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649
Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.
Dataaug4nlp
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595
Collection of papers and resources for data augmentation for NLP.
Nlp_quickbook
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560
NLP in Python with Deep Learning
M3tl
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544
BERT for Multitask Learning
Nlp_pytorch_project
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517
Embedding, NMT, Text_Classification, Text_Generation, NER etc.
Text_mining_resources
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511
Resources for learning about Text Mining and Natural Language Processing
Small Text
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509
Active Learning for Text Classification in Python
Happy Transformer
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449
Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.
Bertwithpretrained
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428
An implementation of the BERT model and its related downstream tasks based on the PyTorch framework
Pytextclassifier
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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
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419
TextCNN Pytorch实现 中文文本分类 情感分析
Sequence Semantic Embedding
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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
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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
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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
Clarifai Python
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384
Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!
Delft
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379
a Deep Learning Framework for Text
Textfooler
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376
A Model for Natural Language Attack on Text Classification and Inference
Bert4doc Classification
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353
Code and source for paper ``How to Fine-Tune BERT for Text Classification?``
Mixtext
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342
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification
Marktool
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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
Pixiu
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309
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
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309
Implementation of State-of-the-art Text Classification Models in Pytorch
Pyss3
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307
A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)
Nlp Labelling
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257
Labelling platform for text using weak supervision.
Chinese_ulmfit
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248
中文ULMFiT 情感分析 文本分类
Fancy Nlp
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246
NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.
Ml Projects
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243
ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python
Backprop
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239
Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.
Cnn Text Classification Tf Chinese
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235
CNN for Chinese Text Classification in Tensorflow
Cybertron
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235
Cybertron: the home planet of the Transformers in Go
Nlp_classification
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231
Implementing nlp papers relevant to classification with PyTorch, gluonnlp
Label Sleuth
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230
Open source no-code system for text annotation and building of text classifiers
Parsbert
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222
🤗 ParsBERT: Transformer-based Model for Persian Language Understanding
Jfasttext
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215
Java interface for fastText
Kevinpro Nlp Demo
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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
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204
Text Classification by Convolutional Neural Network in Keras
Nsp Bert
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194
The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"
Textvec
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190
Text vectorization tool to outperform TFIDF for classification tasks
Pycontinual
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185
PyContinual (An Easy and Extendible Framework for Continual Learning)
Pytorch Transformers Classification
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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
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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.
Vdcnn
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171
Implementation of Very Deep Convolutional Neural Network for Text Classification
Hierarchical Attention Networks Pytorch
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171
Hierarchical Attention Networks for document classification
Retvec
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165
RETVec is an efficient, multilingual, and adversarially-robust text vectorizer.
Lbl2vec
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165
Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document corpus.
Chinese Text Classification Pytorch
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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
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155
My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.
Browsecloud
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150
A web app to create and browse text visualizations for automated customer listening.
Augmenty
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147
Augmenty is an augmentation library based on spaCy for augmenting texts.
Monkeylearn Python
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146
Official Python client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Python apps.
Awesome Text Classification
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144
Awesome-Text-Classification Projects,Papers,Tutorial .
Astock
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142
Astock
Onnxt5
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136
Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.
Tia
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135
Your Advanced Twitter stalking tool
Holmes Extractor
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128
Information extraction from English and German texts based on predicate logic
Fine Grained Sentiment
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126
A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.
Bible_text_gcn
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123
Pytorch implementation of "Graph Convolutional Networks for Text Classification"
Transformersdataaugmentation
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115
Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper
Deep_learning_in_python_2018
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114
Deep Learning workshop including image classification, face recognition, Object detection, language modelling, image captioning and neural machine translation.
Attrprompt
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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
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113
LingFeat - A Comprehensive Linguistic Features Extraction ToolKit for Readability Assessment
Awesome Nlp Resources
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113
a collection of NLP projects&tools. 自然语言处理方向项目和工具集合。
Kadot
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108
Natural language processing using unsupervised vectors representation.
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