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87 public repositories
matching this topic...
Github repo with tutorials to fine tune transformers for diff NLP tasks
Updated
Jul 24, 2021
Jupyter Notebook
Turkish BERT/DistilBERT, ELECTRA and ConvBERT models
Updated
Sep 24, 2021
Python
Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.
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Jan 29, 2022
Python
Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.
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Mar 26, 2022
Python
Pytorch-Named-Entity-Recognition-with-transformers
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Jun 1, 2020
Python
Build and train state-of-the-art natural language processing models using BERT
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May 20, 2021
Jupyter Notebook
Tensorflow and Keras implementation of the state of the art researches in Dialog System NLU
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Mar 21, 2021
Jupyter Notebook
Distillation of BERT model with catalyst framework
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Apr 18, 2021
Python
Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).
Updated
Jul 6, 2022
Jupyter Notebook
Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.
Updated
Jun 11, 2021
Python
Updated
May 26, 2022
Python
FoodBERT: Food Extraction with DistilBERT
Updated
Oct 31, 2020
Python
Fine-tuned BERT on SQuAd 2.0 Dataset. Applied Knowledge Distillation (KD) and fine-tuned DistilBERT (student) using BERT as the teacher model. Reduced the size of the original BERT by 40%.
Updated
Feb 13, 2021
Jupyter Notebook
Compares the DistilBERT and MobileBERT architectures for mobile deployments.
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Oct 15, 2020
Jupyter Notebook
A python library to classify dialogue tag.
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Jun 22, 2021
Python
The Codebase for Causal Distillation for Language Models
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May 1, 2022
Python
Pre-Trained NER models for Persian 🦁
Question Answering model based on DistilBERT, trained and evaluated on the SQUAD dataset
Updated
Mar 13, 2021
Jupyter Notebook
🤗 Dockerized BERT-Multi-Label-Classifier Inferer 🤗
Updated
Aug 30, 2021
Jupyter Notebook
HLE-UPC at SemEval-2021 Task 5: Toxic Spans Detection
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Nov 26, 2021
Python
This repository provides code solution for Data Fusion Contest task 1
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Mar 31, 2021
Jupyter Notebook
Re-Evaluating GermEval 2017: Document-Level and Aspect-Based Sentiment Analysis Using Pre-Trained Language Models
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May 31, 2021
Python
Reddit bot that detects Hindi-English code-mixed hate speech in comments in real-time, replies with 3 warnings and then permanently bans user
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Jun 20, 2022
Python
Reading comprehension based question-answering model for news articles.
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Jun 22, 2022
Jupyter Notebook
Updated
Jun 30, 2022
Jupyter Notebook
In this repository, I have collected different sources, visualizations, and code examples of BERT
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Jan 15, 2021
Jupyter Notebook
Notebook (Demonstration) for training Distilbert on Glue, and uploading model to Huggingface.
Updated
Dec 16, 2020
Jupyter Notebook
NLP deep learning model for multilingual toxicity detection in text 📚
Updated
Aug 10, 2020
Jupyter Notebook
This project used in my dissertation for detecting sarcasm in twitter dataset using Sate-of-the-Art Transformer
Updated
Oct 27, 2019
Jupyter Notebook
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