Archives for ALBERT
Representation learning is a machine learning (ML) method that trains a model to discover prominent features. It may apply to a wide range of downstream tasks– including Natural Language Processing (BERT and ALBERT) and picture analysis and classification (Inception layers and SimCLR). Last year, researchers developed a baseline for comparing speech representations and a new,…
The post On-Device Speech Representation Using TensorFlow Lite appeared first on Analytics India Magazine.
The attention mechanism in Transformers began a revolution in deep learning that led to numerous researches in different domains
The post A Complete Learning Path To Transformers (With Guide To 23 Architectures) appeared first on Analytics India Magazine.
The attention mechanism in Transformers began a revolution in deep learning that led to numerous researches in different domains
The post A Complete Learning Path To Transformers (With Guide To 23 Architectures) appeared first on Analytics India Magazine.
The attention mechanism in Transformers began a revolution in deep learning that led to numerous researches in different domains
The post A Complete Learning Path To Transformers (With Guide To 23 Architectures) appeared first on Analytics India Magazine.
ELECTRA is the present state-of-the-art in GLUE and SQuAD benchmarks. It is a self-supervised language representation learning model
The post How ELECTRA outperforms RoBERTa, ALBERT and XLNet appeared first on Analytics India Magazine.
ALBERT is a lite version of BERT which shrinks down the BERT in size while maintaining the performance.
The post Complete Guide to ALBERT – A Lite BERT(With Python Code) appeared first on Analytics India Magazine.
ALBERT is a lite version of BERT which shrinks down the BERT in size while maintaining the performance.
The post Complete Guide to ALBERT – A Lite BERT(With Python Code) appeared first on Analytics India Magazine.
ALBERT is a lite version of BERT which shrinks down the BERT in size while maintaining the performance.
The post Complete Guide to ALBERT – A Lite BERT(With Python Code) appeared first on Analytics India Magazine.
Natural language processing (NLP) portrays a vital role in the research of emerging technologies. It includes sentiment analysis, speech recognition, text classification, machine translation, question answering, among others. If you have watched any webinar or online talks of computer science pioneer Andrew NG, you will notice that he always asks AI and ML enthusiasts to…
The post 10 Must Read Technical Papers On NLP For 2020 appeared first on Analytics India Magazine.
Natural Language Processing (NLP) is one of the most diversified domains in emerging tech. Last year, search engine giant Google open-sourced a technique known as Bi-directional Encoder Representations from Transformers (BERT) for NLP pre-training. This model helped the researchers to train a number of state-of-the-art models in about 30 minutes on a single Cloud TPU,…
The post Google’s NLP-Powered Pretraining Method ALBERT Is Leaner & Meaner appeared first on Analytics India Magazine.