#
huggingface
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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.
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May 9, 2020 - Jupyter Notebook
SQuAD Question Answering Using BERT, PyTorch
pytorch
question-answering
pretrained-models
bert
bert-questionandanswering
bert-qna-pretrained-models
huggingface
bert-squad
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Aug 24, 2019 - Python
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
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Mar 2, 2020 - Jupyter Notebook
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-chinese
bert-embeddings
huggingface
bert-models
bert-as-service
transformer-tensorflow2
distilbert
huggingface-transformer
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Jun 20, 2020 - Python
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
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Mar 27, 2020 - Python
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
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Apr 24, 2020 - Jupyter Notebook
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
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Feb 9, 2020 - Python
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
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Jun 18, 2020 - Jupyter Notebook
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
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Dec 13, 2019 - Python
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
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May 2, 2020 - Python
My own playground for PLP (Programming Language Processing) using DeepLearning techniques
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Apr 16, 2020 - Python
DistilBERT Question Answering model using SQuAD served with Flask, deployed on Google Cloud Run
flask
natural-language-processing
transformers
pytorch
question-answering
language-model
squad
bert
huggingface
google-cloud-run
pytorch-transformers
bert-squad
distilbert
distilbert-squad
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Apr 5, 2020 - Python
Text Classification with BERT
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Dec 6, 2019 - Jupyter Notebook
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Jun 21, 2020 - Jupyter Notebook
A repository dedicated to the workshops I give on natural language generation
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May 7, 2020 - Jupyter Notebook
Generate realistic Instagram captions using transformers 🤗
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Jun 25, 2020 - Python
Detecting fake news articles by analyzing patterns in writing.
python
transformers
pytorch
transformer
fake-content
beautifulsoup
fake-news
fake-articles
scraping-websites
bert
fakenews
fake-news-challenge
beautifulsoup4
fakenewsdetection
bert-embeddings
huggingface
media-charts
analyzing-patterns
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Mar 30, 2020 - Jupyter Notebook
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Apr 3, 2020 - Python
Just exploring NLP with 🤗 Transformers
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Jan 14, 2020 - Python
End-to-end integration of HuggingFace's models for sequence labeling.
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Mar 31, 2020 - Python
Re-ranking task using MS MARCO dataset and Hugging Face library
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Jun 7, 2020 - Python
A GPT-2 powered web app that generates advice in the style of world-class experts:
nlp
pytorch
seneca
paul-graham
openai
language-model
starlette
gpt-2
huggingface
mastermind-principle
brene-brown
david-goggins
tony-robbins
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Mar 6, 2020 - HTML
Detecting Fake News using AI
javascript
nlp
natural-language-processing
python3
pytorch
transformer
fake-news
bert
fake-news-challenge
tensorflowjs
huggingface
huggingface-transformer
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Jun 8, 2020 - JavaScript
Application of `BERT` to extract the portions of a tweet that represent a particular sentiment.
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Mar 28, 2020 - Jupyter Notebook
Collection of models demonstrating some of the main features for Myelin.
kubernetes
machine-learning
spark
hyperparameter-optimization
mnist-classification
hyperparameter-tuning
recommen
gpt2
huggingface
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Jun 13, 2020 - Python
Detecting Fake News using AI
nlp
natural-language-processing
python3
pytorch
transformer
clickbait
bert
tensorflowjs
huggingface
fake-news-detection
huggingface-transformer
fake-news-articles
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Jun 8, 2020 - JavaScript
Comparing state of the art models for text summary generation
python
natural-language-processing
transformers
bart
summarization
language-model
bert
natural-language-understanding
huggingface
t5
xlnet
text-to-text-transfer-transformer
huggingface-transformers
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Jun 12, 2020 - Jupyter Notebook
Simple Repository regarding tweet classification using huggingface tokenizer and transformer, and tracking using weights and biases.
nlp
tokenizer
pytorch
kaggle
transformer
kaggle-competition
huggingface
tweet-classification
wandb
huggingface-transformer
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Apr 7, 2020 - Python
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Hi,
When we try to tokenize the following sentence:
If we use spacy
We got
But if we use the Spacy transformer tokenizer: