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Search results for tensorflow bert

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Bert_quora_question_pairs ⭐ 18

BERT Model Fine-tuning on Quora Questions Pairs

Bert Tensorflow Pytorch Spacy Conversion ⭐ 17

Instructions for how to convert a BERT Tensorflow model to work with HuggingFace's pytorch-transformers, and spaCy. This walk-through uses DeepPavlov's RuBERT as example.

Berserker ⭐ 16

Berserker - BERt chineSE woRd toKenizER

Google Summer Of Code 2021 Tensorflow ⭐ 14

📌Final submission for Google Summer of Code at @Tensorflow ❤️

Text Classification ⭐ 14

A collection of text classification algorithms in tensorflow: cnn, rnn, attention, bert, capsule, clstm, rcnn

Text2class ⭐ 13

Multi-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT

Processing Text Data ⭐ 13

Presents an optimized Apache Beam pipeline for generating sentence embeddings (runnable on Cloud Dataflow).

Browser Bert ⭐ 13

Using BERT for transfer learning - but just in the browser.

Fake News Detection ⭐ 12

Fake news detector based on the content and users associated with it using BERT and Graph Attention Networks (GAT).

Bert As A Library ⭐ 11

Bert as a Library is a Tensorflow library for quick and easy training and finetuning of models based on Bert

Bert Coref Resolution Lee ⭐ 11

Coreference Model Experimentation (Tensorflow and Pytorch) : Mainly Using transfer learning and Transformer Model BERT

Bert_for_text_matching ⭐ 10

A simplified fine tune and deploy code based on bert for text matching.

Simcse Tf2 ⭐ 9

A TensorFlow 2 Keras implementation of SimCSE with unsupervised and supervised.

Virus Dna Classification Bert ⭐ 9

Classification of 6 viruses including covid-19 based on their DNA sequences using Transformers

Bert Aspect ⭐ 8

BERT Fine-tuning for Aspect Based Sentiment Analysis

此开源hub是基于Tensorflow2.x的文本分类任务等项目

The universal integrated corpus-building environment.

Simple Bert Implementation (TensorFlow 2.0)

Bert Classifier ⭐ 7

A general text classifier based on BERT. Multi-process data processing, multi-gpu parallel training, rich monitoring indicators.

Bert Multi Gpu ⭐ 6

multi gpu training in one machine for BERT from scratch

Security Intelligence On Exchanged Multimedia Messages Based On Deep Learning ⭐ 6

Deep learning (DL) approaches use various processing layers to learn hierarchical representations of data. Recently, many methods and designs of natural language processing (NLP) models have shown significant development, especially in text mining and analysis. For learning vector-space representations of text, there are famous models like Word2vec, GloVe, and fastText. In fact, NLP took a big step forward when BERT and recently GTP-3 came out. Deep Learning algorithms are unable to deal with te

Abstractive Summarization Of Meetings ⭐ 6

The source code for my bachelor's thesis "Abstractive Summarization of Meetings"

Albert Text Classification ⭐ 6

ALBERT Text Classification Tensorflow, Resume Classification

Bert_gnn_arxiv ⭐ 6

Multi-class Classification with fine-tuned BERT & GNN

Unsupervised Domain Adaptation With Bert ⭐ 6

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

A Keras-based and TensorFlow-backend NLP Models Toolkit.

Simpleclassification ⭐ 6

Simple Text Classification[WIP]

Roberta4keras ⭐ 6

An English RoBERTa based on bert4keras

Chinese_bert_ner ⭐ 6

bert chinese name entity recognition

Experimental repository for NER (Named-entity recognition) for sentences of Ukrainian language.

Bert For Mobile ⭐ 5

Compares the DistilBERT and MobileBERT architectures for mobile deployments.

A Multi-modal Framework for Sentimental Analysis of Meme

City Sentiment Detector Bert ⭐ 5

Classifying tweets from cities into Positive and Negative sentiment and determining happiness of that city.

Mrc Model Analysis ⭐ 5

Multilingual Multi-Aspect Explainability Analyses on Machine Reading Comprehension Models (iScience)

Bert Examples ⭐ 5

Fine Tuning BERT for Text Classification and Question Answering Using TensorFlow & PyTorch Frameworks

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