text-classification

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hankcs / HanLP

Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification

nlp natural-language-processing text-classification hanlp named-entity-recognition dependency-parser pos-tagging semantic-parsing

Updated Jan 13, 2023
Python

explosion / spaCy

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

python nlp data-science machine-learning natural-language-processing ai deep-learning neural-network text-classification cython artificial-intelligence spacy named-entity-recognition neural-networks nlp-library tokenization entity-linking

Updated Jan 27, 2023
Python

brightmart / nlp_chinese_corpus

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

nlp news wiki text-classification word2vec corpus dataset question-answering chinese chinese-nlp language-model bert chinese-corpus pretrain chinese-dataset

Updated Nov 21, 2022

brightmart / text_classification

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all kinds of text classification models and more with deep learning

nlp text-classification tensorflow classification convolutional-neural-networks sentence-classification fasttext attention-mechanism multi-label memory-networks multi-class textcnn textrnn

Updated Sep 21, 2022
Python

microsoft / nlp-recipes

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Natural Language Processing Best Practices & Examples

nlp machine-learning natural-language-processing deep-learning text-classification text best-practices natural-language nlu pretrained-models natural-language-inference natural-language-understanding sota transfomer nli azure-ml mlflow

Updated Aug 30, 2022
Python

gaussic / text-classification-cnn-rnn

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CNN-RNN中文文本分类，基于TensorFlow

text-classification tensorflow cnn classification rnn chinese tensorboard

Updated May 19, 2019
Python

snipsco / snips-nlu

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Snips Python library to extract meaning from text

python nlp bot machine-learning text-classification chatbot nlu ml information-extraction named-entity-recognition machine-learning-library ner snips slot-filling intent-classification intent-parser

Updated Nov 17, 2021
Python

ThilinaRajapakse / simpletransformers

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

text-classification transformers named-entity-recognition question-answering conversational-ai

Updated Jan 27, 2023
Python

catalyst-team / catalyst

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Accelerated deep learning R&D

python infrastructure machine-learning natural-language-processing information-retrieval research reinforcement-learning computer-vision deep-learning text-classification distributed-computing image-processing pytorch image-classification metric-learning recommender-system object-detection image-segmentation reproducibility text-segmentation

Updated Jan 25, 2023
Python

JohnSnowLabs / spark-nlp

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State of the Art Natural Language Processing

Updated Jan 27, 2023
Scala

CLUEbenchmark / CLUEDatasetSearch

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搜索所有中文NLP数据集，附常用英文NLP数据集

nlp qa sentiment-analysis text-classification match machine-translation text-similarity corpus knowledge-graph chinese text-summarization datasets ner machine-reading-comprehension

Updated Nov 21, 2022
Python

fastnlp / fastNLP

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

natural-language-processing deep-learning text-classification chinese-nlp text-processing nlp-parsing nlp-library

Updated Jan 24, 2023
Python

BrikerMan / Kashgari

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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.

nlp machine-learning text-classification named-entity-recognition seq2seq transfer-learning ner bert sequence-labeling nlp-framework bert-model text-labeling gpt-2

Updated Jul 9, 2021
Python

kk7nc / Text_Classification

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Text Classification Algorithms: A Survey

deep-learning random-forest text-classification recurrent-neural-networks naive-bayes-classifier dimensionality-reduction logistic-regression document-classification convolutional-neural-networks text-processing decision-trees boosting-algorithms support-vector-machines hierarchical-attention-networks nlp-machine-learning conditional-random-fields k-nearest-neighbours deep-belief-network rocchio-algorithm deep-neural-network

Updated Nov 14, 2022
Python

argilla-io / argilla

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✨ Open-source tool for data-centric NLP. Argilla helps domain experts and data teams to build better NLP datasets in less time.

Updated Jan 27, 2023
Python

Delta-ML / delta

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

Updated Dec 30, 2022
Python

dipanjanS / text-analytics-with-python

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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.

python semantic natural-language-processing sentiment-analysis text-classification clustering pattern natural-language scikit-learn sentiment spacy nltk text-summarization gensim stanford-nlp text-analytics

Updated Dec 24, 2020
Jupyter Notebook

x4nth055 / pythoncode-tutorials

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The Python Code Tutorials

python python-tutorials machine-learning natural-language-processing computer-vision text-classification tutorials python3 web-scraping face-detection scapy network-analysis network-programming programming-tutorial ethical-hacking network-security socket-programming scapy-tutorials

Updated Jan 25, 2023
Jupyter Notebook

yongzhuo / Keras-TextClassification

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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，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

Updated Jun 22, 2022
Python

yongzhuo / nlp_xiaojiang

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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（Sentence 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，文本特征工程，keras-http-service调用

nlp text-classification distance chatbot chinese feature bert data-augmentation enhance text-augment xlnet

Updated Sep 23, 2021
Python

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