Nlp researchNLP research:基于tensorflow的nlp深度学习项目,支持文本分类/句子匹配/序列标注/文本生成 四大任务
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Nlp JourneyDocuments, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation),etc. All codes are implemented intensorflow 2.0.
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Fasttext4j Implementing Facebook's FastText with java
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ungoliant🕷️ The pipeline for the OSCAR corpus
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Nlp兜哥出品 <一本开源的NLP入门书籍>
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ticket-taggerMachine learning driven issue classification bot.
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Fasttext.pyA Python interface for Facebook fastText
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Pytorch Sentiment AnalysisTutorials on getting started with PyTorch and TorchText for sentiment analysis.
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GensimTopic Modelling for Humans
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Text classificationall kinds of text classification models and more with deep learning
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german-sentimentA data set and model for german sentiment classification.
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spacy-fastlangLanguage detection using Spacy and Fasttext
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actions-suggest-related-linksA GitHub Action to suggest related or similar issues, documents, and links. Based on the power of NLP and fastText.
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FastrtextR wrapper for fastText
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extremeTextLibrary for fast text representation and extreme classification.
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Convai Bot 1337NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager
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fasttextjsJavaScript implementation of the FastText prediction algorithm
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Cvpr paper search toolAutomatic paper clustering and search tool by fastext from Facebook Research
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goclassyAn asynchronous concurrent pipeline for classifying Common Crawl based on fastText's pipeline.
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Keras Textclassification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
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Cw2veccw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information
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WordvectorsPre-trained word vectors of 30+ languages
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Bert language understandingPre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
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NLP-paper🎨 🎨NLP 自然语言处理教程 🎨🎨 https://dataxujing.github.io/NLP-paper/
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Embedding As ServiceOne-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
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fasttext-serverFlask web server to serve supervised models trained with FastText.
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DjlAn Engine-Agnostic Deep Learning Framework in Java
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fasttext-serverlessServerless hashtag recommendations using fastText and Python with AWS Lambda
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Text Classification DemosNeural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...
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word embeddingSample code for training Word2Vec and FastText using wiki corpus and their pretrained word embedding..
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WhatthelangLightning Fast Language Prediction 🚀
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fasttext-servingServe your fastText models for text classification and word vectors
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CvtkCVTK, a Computer Vision ToolKit.
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nlpbuddyA text analysis application for performing common NLP tasks through a web dashboard interface and an API
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MagnitudeA fast, efficient universal vector embedding utility package.
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fastchessPredicts the best chess move with 27.5% accuracy by a single matrix multiplication
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Half SizeCode for "Effective Dimensionality Reduction for Word Embeddings".
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fastText1607Unofficial Implementation of "Bag of Tricks for Efficient Text Classification", 2016, Armand Joulin et al. (https://arxiv.org/pdf/1607.01759.pdf)
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TgcontestTelegram Data Clustering contest solution by Mindful Squirrel
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Fasttext NodeNode wrapper around FastText Library
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FastText.NetWrapper.NET Standard wrapper for fastText library. Now works on Windows, Linux and MacOs!
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Pytorchtext1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)
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Ai lawall kinds of baseline models for long text classificaiton( text categorization)
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EmbeddingsvizVisualize word embeddings of a vocabulary in TensorBoard, including the neighbors
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PyfasttextYet another Python binding for fastText
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Fasttext Tuning📈 Find your fasttext hyperparameters quickly and easily.
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compress-fasttextTools for shrinking fastText models (in gensim format)
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ShallowlearnAn experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.
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node-fasttextNodejs binding for fasttext representation and classification.
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EmbeddingEmbedding模型代码和学习笔记总结
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