backpropBackprop makes it simple to use, finetune, and deploy state-of-the-art ML models.
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wechselCode for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.
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Haystack🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.
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ParsBigBirdPersian Bert For Long-Range Sequences
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text2textText2Text: Cross-lingual natural language processing and generation toolkit
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bangla-bertBangla-Bert is a pretrained bert model for Bengali language
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nlp workshop odsc europe20Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and T…
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Filipino-Text-BenchmarksOpen-source benchmark datasets and pretrained transformer models in the Filipino language.
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SIGIR2021 ConureOne Person, One Model, One World: Learning Continual User Representation without Forgetting
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Transformers-TutorialsThis repository contains demos I made with the Transformers library by HuggingFace.
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Text-SummarizationAbstractive and Extractive Text summarization using Transformers.
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bert-squeeze🛠️ Tools for Transformers compression using PyTorch Lightning ⚡
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anonymisationAnonymization of legal cases (Fr) based on Flair embeddings
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Pytorch-NLUPytorch-NLU,一个中文文本分类、序列标注工具包,支持中文长文本、短文本的多类、多标签分类任务,支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech ta…
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Spark NlpState of the Art Natural Language Processing
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policy-data-analyzerBuilding a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.
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KashgariKashgari 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.
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Tokenizers💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
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golgothaContextualised Embeddings and Language Modelling using BERT and Friends using R
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TorchBlocksA PyTorch-based toolkit for natural language processing
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classyclassy is a simple-to-use library for building high-performance Machine Learning models in NLP.
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OpenDialogAn Open-Source Package for Chinese Open-domain Conversational Chatbot (中文闲聊对话系统,一键部署微信闲聊机器人)
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ercEmotion recognition in conversation
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task-transferabilityData and code for our paper "Exploring and Predicting Transferability across NLP Tasks", to appear at EMNLP 2020.
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Fast BertSuper easy library for BERT based NLP models
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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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Pytorch Sentiment AnalysisTutorials on getting started with PyTorch and TorchText for sentiment analysis.
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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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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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text2classMulti-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT
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label-studio-transformersLabel data using HuggingFace's transformers and automatically get a prediction service
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HugsVisionHugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
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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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question generatorAn NLP system for generating reading comprehension questions
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textUsing Transformers from HuggingFace in R
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Land-Cover-Classification-using-Sentinel-2-DatasetApplication of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches can be trained and classified using transfer learning techniques.
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transfer-learning-text-tfTensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)
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CheXbertCombining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT
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sparsezooNeural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes
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ulm-basenetImplementation of ULMFit algorithm for text classification via transfer learning
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Skin Lesions Classification DCNNsTransfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification
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KnowledgeEditorCode for Editing Factual Knowledge in Language Models
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image-background-remove-tool✂️ Automated high-quality background removal framework for an image using neural networks. ✂️
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Transformer-QG-on-SQuADImplement Question Generator with SOTA pre-trained Language Models (RoBERTa, BERT, GPT, BART, T5, etc.)
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udacity-cvnd-projectsMy solutions to the projects assigned for the Udacity Computer Vision Nanodegree
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Transformer-in-PyTorchTransformer/Transformer-XL/R-Transformer examples and explanations
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SimPLECode for the paper: "SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification"
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beirA Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
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jax-modelsUnofficial JAX implementations of deep learning research papers
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clip-italianCLIP (Contrastive Language–Image Pre-training) for Italian
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