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text-classification

Here are 1,529 public repositories matching this topic...

HanLP

hankcs / HanLP

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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 Aug 27, 2020
Python

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 May 20, 2020
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 Dec 1, 2019

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 25, 2020
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 Feb 8, 2020
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

catalyst-team / catalyst

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Open

Bug: catalyst depends from system git

3

Ditwoo commented Jun 19, 2020

🐛 Bug Report

If you try to run experiment in system/docker container where missing git (in system) your code will crush at this line:

https://github.com/catalyst-team/catalyst/blob/master/catalyst/utils/pipelines.py#L4

with message like this:

Traceback (most recent call last):
  File "/usr/local/lib/python3.7/site-packages/git/__init__.py", line 83, in <module>
    refresh()

Read more

bug good first issue help wanted

Open

Naming inconsistency

14

Open

When using an activation function of "Softmax2d" for many callbacks and losses, no argmax is applied

7

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 sequence-labeling nlp-framework bert-model gpt-2

Updated Aug 29, 2020
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 Aug 29, 2020
Python

simpletransformers

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 Aug 29, 2020
Python

microsoft / NeuronBlocks

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

natural-language-processing deep-learning text-classification dnn pytorch artificial-intelligence question-answering knowledge-distillation sequence-labeling text-matching qna model-compression

Updated Mar 27, 2020
Python

didi / delta

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

Updated Aug 28, 2020
Python

salestock / fastText.py

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A Python interface for Facebook fastText

classifier machine-learning text-classification fasttext facebook-fasttext

Updated Jul 26, 2018
C++

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 Aug 25, 2020
Python

lyeoni / nlp-tutorial

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A list of NLP(Natural Language Processing) tutorials

nlp natural-language-processing text-classification neural-machine-translation sentiment-classification nlp-tutorial

Updated Apr 1, 2020
Jupyter Notebook

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 Oct 5, 2019
Python

richliao / textClassifier

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Text classifier for Hierarchical Attention Networks for Document Classification

text-classification recurrent-neural-networks convolutional-neural-networks attention-mechanism hierarchical-attention-networks

Updated Sep 12, 2019
Python

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 Mar 1, 2020
Python

brightmart / bert_language_understanding

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

nlp text-classification question-answering document-classification transfer-learning fasttext language-model textcnn attention-is-all-you-need self-attention transformer-encoder bert-model pre-training language-understanding

Updated Jan 1, 2019
Python

yao8839836 / text_gcn

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Graph Convolutional Networks for Text Classification. AAAI 2019

nlp deep-learning text-classification graph-convolutional-networks

Updated Jan 4, 2020
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 May 6, 2020
Python

jasonwei20 / eda_nlp

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Data augmentation for NLP, presented at EMNLP 2019

nlp text-classification position cnn embeddings synonyms swap classification rnn sentence data-augmentation

Updated Nov 8, 2019
Python

ilivans / tf-rnn-attention

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Tensorflow implementation of attention mechanism for text classification tasks.

sentiment-analysis text-classification tensorflow rnn attention

Updated Dec 20, 2019
Python

smilelight / lightNLP

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基于Pytorch和torchtext的自然语言处理深度学习框架。

Updated Jan 10, 2020
Python

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 Aug 26, 2020
Python

nlp-in-practice

kavgan / nlp-in-practice

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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 count machine-learning natural-language-processing text-mining practice article text-classification word2vec gensim tf-idf

Updated Apr 22, 2020
Jupyter Notebook

TobiasLee / Text-Classification

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Implementation of papers for text classification task on DBpedia

text-classification tensorflow cnn lstm attention

Updated May 12, 2019
Python

charlesXu86 / Chatbot_CN

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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，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

reinforcement-learning deep-learning sentiment-analysis text-classification tensorflow nlu knowledge-graph recommendation nlg ner attention-mechanism ir dialogue-systems slot-filling oriented-dialogs intent-detection django-restful chatbot-cn tenserflow-serving text-correct

Updated Jul 12, 2020

rodrigopivi / Chatito

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🎯

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

nlp text-classification chatbot nlu dataset named-entity-recognition chatbots dataset-generation nlg chatito

Updated Apr 4, 2020
TypeScript

prakashpandey9 / Text-Classification-Pytorch

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Text classification using deep learning models in Pytorch

text-classification pytorch lstm-model glove rnn-model sentiment-classification attention-model self-attention

Updated Nov 17, 2018
Python

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