explosion / spacy-transformers

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

nlp machine-learning natural-language-processing google pytorch spacy openai transfer-learning language-model bert natural-language-understanding spacy-pipeline spacy-extension pytorch-model gpt-2 huggingface xlnet

Updated Nov 9, 2020
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abhimishra91 / insight

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Repository for Project Insight: NLP as a Service

nlp docker machine-learning natural-language-processing microservice transformer fastapi huggingface streamlit huggingface-transformer streamlit-webapp transformers-models

Updated Sep 2, 2020
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ThilinaRajapakse / pytorch-transformers-classification

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Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.

natural-language-processing text-classification huggingface pytorch-transformers transformer-models

Updated May 9, 2020
Jupyter Notebook

kamalkraj / BERT-SQuAD

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SQuAD Question Answering Using BERT, PyTorch

pytorch question-answering pretrained-models bert bert-questionandanswering bert-qna-pretrained-models huggingface bert-squad

Updated Nov 8, 2020
Python

eagle705 / pytorch-bert-crf-ner

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KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)

nlp natural-language-processing crf pytorch named-entity-recognition korean ner bert korean-nlp attention-visualization pytorch-implementation bert-bilstm-crf huggingface bert-crf kobert kobert-crf bert-bigru-crf

Updated Mar 2, 2020
Jupyter Notebook

labteral / ernie

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Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.

nlp natural-language-processing tensorflow keras transformers sentence-classification albert bert roberta bert-model transformer-architecture tensorflow2 bert-embeddings huggingface bert-models bert-as-service transformer-tensorflow2 distilbert huggingface-transformer

Updated Nov 10, 2020
Python

barissayil / SentimentAnalysis

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Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.

nlp flask machine-learning vuejs sentiment-analysis pytorch transformer stanford-sentiment-treebank albert bert pytorch-implementation bert-model huggingface distilbert huggingface-transformer huggingface-transformers

Updated Sep 8, 2020
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richarddwang / electra_pytorch

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Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)

nlp glue pytorch deeplearning language-model fastai electra huggingface

Updated Oct 6, 2020
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antoninodimaggio / Hugging-Captions

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Generate realistic Instagram captions using transformers 🤗

nlp instagram transformers language-models gpt-2 huggingface

Updated Aug 26, 2020
Python

unitaryai / detoxify

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Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers.

nlp kaggle-competition sentence-classification bert toxicity toxic-comment-classification toxic-comments bert-model huggingface pytorch-lightning huggingface-transformers

Updated Nov 10, 2020
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seyonechithrananda / bert-loves-chemistry

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bert-loves-chemistry: a repository of HuggingFace models applied on chemical SMILES data for drug design, chemical modelling, etc.

bert huggingface chemical-modelling chemical-smiles-data

Updated Oct 24, 2020
Jupyter Notebook

manideep2510 / siamese-BERT-fake-news-detection-LIAR

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Triple Branch BERT Siamese Network for fake news classification on LIAR-PLUS dataset in PyTorch

machine-learning pytorch artificial-intelligence artificial-neural-networks fake-news liar fake-news-challenge bert-model language-understanding huggingface bert-models liar-plus bert-siamese

Updated Feb 9, 2020
Python

nguyenvulebinh / vietnamese-electra

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Electra pre-trained model using Vietnamese corpus

natural-language-processing deep-learning vietnamese transformer language-model bert vietnamese-nlp fine-tuning electra tensorflow2 bert-embeddings huggingface

Updated Sep 25, 2020
Jupyter Notebook

surbhardwaj / BERT-QnA-Squad_2.0_Finetuned_Model

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BERT which stands for Bidirectional Encoder Representations from Transformations is the SOTA in Transfer Learning in NLP.

download pytorch question-answering pretrained-models squad bert bert-model bert-questionandanswering bert-qna-pretrained-models huggingface bert-models bert-pytorch

Updated Mar 27, 2020
Python

curiousily / Deploy-BERT-for-Sentiment-Analysis-with-FastAPI

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Deploy BERT for Sentiment Analysis as REST API using FastAPI, Transformers by Hugging Face and PyTorch

python machine-learning rest deep-learning deployment sentiment-analysis rest-api transformers pytorch bert uvicorn fastapi huggingface deploy-machine-learning huggingface-transformer

Updated May 2, 2020
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denocris / NLP-Workshop-MLMilan

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Advanced NLP Workshop: word-sense disambiguation with RoBERTa and text summarization with BART (Machine Learning Milan)

nlp machine-learning natural-language-processing deep-learning transformer machienlearning huggingface

Updated Jun 18, 2020
Jupyter Notebook

jetnew / DrFAQ

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Question Answering NLP Chatbot for Text Document Corpora, built using spaCy, huggingface’s BERT language model, ElasticSearch, Telegram Bot API, and hosted on Heroku.

elasticsearch natural-language-processing telegram-bot chatbot spacy question-answering bert huggingface