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bert-squeeze🛠️ Tools for Transformers compression using PyTorch Lightning ⚡
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Text-SummarizationAbstractive and Extractive Text summarization using Transformers.
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Nepali-News-ClassifierText Classification of Nepali Language Document. This Mini Project was done for the partial fulfillment of NLP Course : COMP 473.
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wechselCode for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.
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CLUE pytorchCLUE baseline pytorch CLUE的pytorch版本基线
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Transformers🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
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TextFeatureSelectionPython library for feature selection for text features. It has filter method, genetic algorithm and TextFeatureSelectionEnsemble for improving text classification models. Helps improve your machine learning models
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classifier multi labelmulti-label,classifier,text classification,多标签文本分类,文本分类,BERT,ALBERT,multi-label-classification
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oreilly-bert-nlpThis repository contains code for the O'Reilly Live Online Training for BERT
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Nlp ArchitectA model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
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troveWeakly supervised medical named entity classification
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NN-scratchCoding up a Neural Network Classifier from Scratch
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converseConversational text Analysis using various NLP techniques
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Pytorch Sentiment AnalysisTutorials on getting started with PyTorch and TorchText for sentiment analysis.
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RmdlRMDL: Random Multimodel Deep Learning for Classification
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Clue中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
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small-textActive Learning for Text Classification in Python
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Nlp Experiments In PytorchPyTorch repository for text categorization and NER experiments in Turkish and English.
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Deep Atrous Cnn SentimentDeep-Atrous-CNN-Text-Network: End-to-end word level model for sentiment analysis and other text classifications
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Ask2TransformersA Framework for Textual Entailment based Zero Shot text classification
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muse-as-serviceREST API for sentence tokenization and embedding using Multilingual Universal Sentence Encoder.
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ganbert-pytorchEnhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace
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Fasttext.pyA Python interface for Facebook fastText
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gplPowerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577
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COCO-LM[NeurIPS 2021] COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining
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Whatlang RsNatural language detection library for Rust. Try demo online: https://www.greyblake.com/whatlang/
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robo-vlnPytorch code for ICRA'21 paper: "Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation"
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Transformers-TutorialsThis repository contains demos I made with the Transformers library by HuggingFace.
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FNet-pytorchUnofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms
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dl-reluDeep Learning using Rectified Linear Units (ReLU)
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Predictive-Maintenance-of-Aircraft-EngineIn this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbofan engine.
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spark-transformersSpark-Transformers: Library for exporting Apache Spark MLLIB models to use them in any Java application with no other dependencies.
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COVID-CXNetCOVID-CXNet: Diagnosing COVID-19 in Frontal Chest X-ray Images using Deep Learning. Preprint available on arXiv: https://arxiv.org/abs/2006.13807
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MetaLifelongLanguageRepository containing code for the paper "Meta-Learning with Sparse Experience Replay for Lifelong Language Learning".
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KARENKAREN: Unifying Hatespeech Detection and Benchmarking
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ScaleNetData-Driven Neuron Allocation for Scale Aggregation Networks
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ImageCropper✂️ Detect and crop faces, barcodes, texts or rectangle in image with iOS 11 Vision (iOS 10 Core Image) api.(图片裁剪:支持人脸、二维码/条形码、文本、方框)
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bert experimentalcode and supplementary materials for a series of Medium articles about the BERT model
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bernA neural named entity recognition and multi-type normalization tool for biomedical text mining
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markdown-utilsConvert plain text into snippets of markdown.
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stringxDrop-in replacements for base R string functions powered by stringi
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