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842 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 ⭐ 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 ⭐ 6,335

Natural Language Processing Best Practices & Examples

Cnn Text Classification Tf ⭐ 5,256

Convolutional Neural Network for Text Classification in Tensorflow

Simpletransformers ⭐ 3,883

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

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

Text Classification Cnn Rnn ⭐ 2,950

CNN-RNN中文文本分类，基于TensorFlow

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

Keras Textclassification ⭐ 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

Instructor Embedding ⭐ 1,630

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

Text_classification ⭐ 1,621

Text Classification Algorithms: A Survey

Chinese Text Classification Pytorch ⭐ 1,609

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_At

Delta ⭐ 1,584

DELTA is a deep learning based natural language and speech processing platform.

Transformers_tasks ⭐ 1,521

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

Neuronblocks ⭐ 1,441

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

Eda_nlp ⭐ 1,405

Data augmentation for NLP, presented at EMNLP 2019

Eda_nlp_for_chinese ⭐ 1,320

An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。

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

Text Analytics With Python ⭐ 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 ⭐ 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

Textclassifier ⭐ 1,003

Text classifier for Hierarchical Attention Networks for Document Classification

MTEB: Massive Text Embedding Benchmark

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_seq2seq ⭐ 890

pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注

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.

Chatbot_cn ⭐ 850

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等

Nlp Tutorial ⭐ 836

A list of NLP(Natural Language Processing) tutorials

Character-level Convolutional Networks for Text Classification

Spacy Llm ⭐ 806

🦙 Integrating LLMs into structured NLP pipelines

1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

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。

Tf Rnn Attention ⭐ 703

Tensorflow implementation of attention mechanism for text classification tasks.

Spacy Streamlit ⭐ 688

👑 spaCy building blocks and visualizers for Streamlit apps

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.

Text Classification ⭐ 622

Implementation of papers for text classification task on DBpedia

Dataaug4nlp ⭐ 595

Collection of papers and resources for data augmentation for NLP.

Textclassificationbenchmark ⭐ 577

A Benchmark of Text Classification in PyTorch

Nlp_quickbook ⭐ 560

NLP in Python with Deep Learning

Multi Class Text Classification Cnn Rnn ⭐ 554

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

Classifier Multi Label ⭐ 548

多标签文本分类，多标签分类，文本分类, multi-label, classifier, text classification, BERT, seq2seq，attention, multi-label-classification

BERT for Multitask Learning

Bertweet ⭐ 542

BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)

Text Classification Pytorch ⭐ 538

Text classification using deep learning models in Pytorch

Cluepretrainedmodels ⭐ 536

高质量中文预训练模型集合：最先进大模型、最快小模型、相似度专门模型

Nucliadb ⭐ 532

NucliaDB, The AI Search database for unstructured data

Nlp_pytorch_project ⭐ 517

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

Text_mining_resources ⭐ 511

Resources for learning about Text Mining and Natural Language Processing

Small Text ⭐ 509

Active Learning for Text Classification in Python

Sentiment_analysis_fine_grain ⭐ 504

Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger

text classification - no machine learning knowledge needed

Text Classification Models Tf ⭐ 467

Tensorflow implementations of Text Classification Models.

Tfclassifier ⭐ 451

Tensorflow based training and classification scripts for text, images, etc

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

Bert For Sequence Labeling And Text Classification ⭐ 422

This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity identification, Snips Slot Filling and Intent Prediction.

Chinese_text_cnn ⭐ 419

TextCNN Pytorch实现中文文本分类情感分析

Keras Text ⭐ 417

Text Classification Library in Keras

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.

RMDL: Random Multimodel Deep Learning for Classification

Graph Transformer ⭐ 408

Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

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

Multi Class Text Classification Cnn ⭐ 388

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

Clarifai Python ⭐ 384

Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!

Text Classification Surveys ⭐ 380

文本分类资源汇总，包括深度学习文本分类模型，如SpanBERT、ALBERT、RoBerta、Xln 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、TextRCNN、Par 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集，如MR、SST、MPQ

a Deep Learning Framework for Text

Textfooler ⭐ 376

A Model for Natural Language Attack on Text Classification and Inference

Zhihu Text Classification ⭐ 375

[2017知乎看山杯多标签文本分类] ye组(第六名) 解题方案

Multi Label Text Classification ⭐ 369

About Muti-Label Text Classification Based on Neural Network.

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

Nlp Projects ⭐ 345

word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding

Zh_cnn_text_classify ⭐ 333

基于CNN的中文文本分类算法（可应用于垃圾邮件过滤、情感分析等场景）

Sentiment Analysis ⭐ 329

情感分析、文本分类、词典、bayes、sentiment analysis、TextCNN、classification、tensorflow、BERT、CN classification

Bert Textclassification ⭐ 327

Implemention some Baseline Model upon Bert for 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

Artificial Adversary ⭐ 317

🗣️ Tool to generate adversarial text examples and test machine learning models against them

Text Classification Models Pytorch ⭐ 309

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

🚤 Label data at scale. Fun and precision included.

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).

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

Capsule_text_classification ⭐ 281

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