BERT, Computational Linguistics, NLP and Responsible AI

Accelerate hyperparameter grid search for sentiment analysis with BERT models using Weights & Biases, Amazon EKS, and TorchElastic

AWS Machine Learning Blog

MARCH 2, 2023

Sentiment analysis and other natural language programming (NLP) tasks often start out with pre-trained NLP models and implement fine-tuning of the hyperparameters to adjust the model to changes in the environment. Prior to AWS, he led AI Enterprise Solutions at Wells Fargo. The code can be found on the GitHub repo.

BERT

BERT Deep Learning Metadata Auto-complete

The State of Multilingual AI

Sebastian Ruder

NOVEMBER 14, 2022

Research models such as BERT and T5 have become much more accessible while the latest generation of language and multi-modal models are demonstrating increasingly powerful capabilities. At the same time, a wave of NLP startups has started to put this technology to practical use. Data is based on: ml_nlp_paper_data by Marek Rei.

Natural Language Processing

Natural Language Processing NLP Computational Linguistics AI

Artificial Intelligence Zone

Accelerate hyperparameter grid search for sentiment analysis with BERT models using Weights & Biases, Amazon EKS, and TorchElastic

The State of Multilingual AI

Webinars

Stay Connected