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Accelerating scope 3 emissions accounting: LLMs to the rescue

IBM Journey to AI blog

In recent years, remarkable strides have been achieved in crafting extensive foundation language models for natural language processing (NLP). Leveraging large pre-trained NLP models with domain adaptation with limited data has potential to support Scope 3 emissions calculation.

ESG 238
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How deep industry expertise enables breakthrough technology for today’s complex business needs

IBM Journey to AI blog

For more straightforward requests, IBM Watson® and machine learning with natural language processing (NLP) enables support channels to provide nearly two million answers every month. On opportunities such as this, IBM is leveraging the capabilities of its recent acquisition of Envizi using IBM Envizi ESG Suite.

ESG 222
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Build financial search applications using the Amazon Bedrock Cohere multilingual embedding model

AWS Machine Learning Blog

This is an open source dataset curated for financial natural language processing (NLP) and is available on a GitHub repository. Gonzalo Betegon is a Solutions Architect at Cohere, a provider of cutting-edge natural language processing technology.

ESG 132
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Top financial services trends of 2024

IBM Journey to AI blog

Trend: Sustainability A key trend likely this year is a greater focus by financial institutions on sustainability efforts and ESG consideration. An example is watsonx Assistant, which uses natural language processing (NLP) to help with digital transformation and build AI-powered chatbots.

ESG 131
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Accelerate hyperparameter grid search for sentiment analysis with BERT models using Weights & Biases, Amazon EKS, and TorchElastic

AWS Machine Learning Blog

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.

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