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29 search results found

Transformer Explainability ⭐ 1,596

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

Robbert ⭐ 180

A Dutch RoBERTa-based language model

Repo 2019 ⭐ 135

BERT, AWS RDS, AWS Forecast, EMR Spark Cluster, Hive, Serverless, Google Assistant + Raspberry Pi, Infrared, Google Cloud Platform Natural Language, Anomaly detection, Tensorflow, Mathematics

Basic Machine Learning ⭐ 71

This is a repo of basic Machine Learning what I learn. More to go...

Turkish Bert Nlp Pipeline ⭐ 44

Bert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.

Gender Unbiased_bert Based_pronoun_resolution ⭐ 41

Source code for the ACL workshop paper and Kaggle competition by Google AI team

Amazon Sagemaker Protein Classification ⭐ 35

Implementation of Protein Classification based on subcellular localization using ProtBert(Rostlab/prot_bert_bfd_localization) model from Hugging Face library, based on BERT model trained on large corpus of protein sequences.

This repository uses pretrain BERT embeddings for transfer learning in QA domain

Shopee Product Matching ⭐ 25

This repo deals with a Kaggle competition: Shopee - Price Match Guarantee. The purpose is to determine if two products are the same by their images.

A web-app to identify toxic comments in a youtube channel and delete them.

Ezafe Recognition ⭐ 16

[ICWR 2023] Official repository of paper titled "Persian Ezafeh Recognition using Transformer-Based Models".

Spam Detection ⭐ 13

Spam detection in SMS messages with BERT model and Machine Learning algorithms

Google Bert On Fake_or_real News Dataset ⭐ 12

📚 Use Google BERT on fake_or_real news dataset with best f1 score: 0.986

Bert Movie Reviews Sentiment Classifier ⭐ 12

Build a Movie Reviews Sentiment Classifier with Google's BERT Language Model

Cloze Test_pytorch_bert ⭐ 11

This is about the English test - cloze test which use the Google BERT model to predict the probable word.

06p_sentiment Analysis With Deep Learning Using Bert ⭐ 11

Finetuning BERT in PyTorch for sentiment analysis.

Deep Learning With Neural Networks ⭐ 11

This repo contains various use-cases of deep-learning implemented in Pytorch. It also contains summarized notes of each chapter from the book, 'Deep Learning' written by Ian Goodfellow.

Sentimentanalysis Python Demo ⭐ 10

Submission of an in-class NLP sentiment analysis competition held at Microsoft AI Singapore group. This submission entry explores the performance of both lexicon & machine-learning based models

Nlp_natural_language_processing ⭐ 10

NLP (Natural Language Processing)

Neural Network ⭐ 7

Deep Learning, Attention, Transformers, BERT, GPT-2, GTP-3

Bertsentimentclassification ⭐ 7

BERT Sentiment Classification on the Large Movie Review Dataset.

Opencv Starterkit ⭐ 7

OpenCV, nltk with Tensorflow all together

Lyrics Generation Using Bert ⭐ 7

Generating English Rock lyrics using BERT

Machine Learning ⭐ 7

Machine learning algorithms from scratch

Unsupervised Domain Adaptation With Bert ⭐ 6

Unsupervised domain adaptation with BERT for Amazon food product reviews sentiment analysis.

Multi Label Sentiment Classifier ⭐ 6

How to build a multi-label sentiment classifiers with Tez and PyTorch

Arabic Dialect Identification ⭐ 6

Bert Jittor ⭐ 6

A BERT model built with Jittor | 计图版 BERT 模型 | 计图 NLP 教程

Gender Bias In Virtual Assistants ⭐ 5

Final Project of the Data Science postgraduate class at UFC. To be published!

Sentiment Analysis On Amazon Reviews ⭐ 5

In this project, we compared Spanish BERT and Multilingual BERT in the Sentiment Analysis task.

Twanalytics ⭐ 5

Pro/Anti-vaxxers in Brazil: a temporal analysis of COVID vaccination stance in Twitter

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