BERT, ESG and Natural Language Processing - Artificial Intelligence Zone

Accelerating scope 3 emissions accounting: LLMs to the rescue

IBM Journey to AI blog

MARCH 27, 2024

However, while spend-based commodity-class level data presents an opportunity to help address the difficulties associates with Scope 3 emissions accounting, manually mapping high volumes of financial ledger entries to commodity classes is an exceptionally time-consuming, error-prone process. This is where LLMs come into play.

ESG

ESG Categorization Large Language Models NLP

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. She has a technical background in AI and Natural Language Processing.

BERT

BERT Deep Learning Metadata Auto-complete

Artificial Intelligence Zone

Accelerating scope 3 emissions accounting: LLMs to the rescue

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

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