Finbert Esg

yiyanghkust

finbert-esg

finbert-esg is a text classification model that predicts the environmental, social, and governance (ESG) rating of a company based on its financial filings and reports. The model uses a deep neural network trained on a large dataset of company reports to classify the ESG rating of a given text. It can be used by analysts and investors to quickly assess the sustainability and ethical practices of a company.

Use cases

Finbert-esg has several potential use cases for technical users. Analysts and investors can utilize this text classification model to evaluate and assess companies' environmental, social, and governance (ESG) ratings. By inputting a company's financial filings and reports, the model can quickly predict the ESG rating based on the content analyzed. This allows users to make more informed investment decisions and assess the sustainability and ethical practices of companies. The model's ability to process large volumes of data and provide efficient classification makes it a valuable tool for streamlining ESG analysis. Possible products or practical uses of this model include ESG rating platforms that integrate the model's predictions to provide real-time insights and rankings on companies' ESG performance. Additionally, financial institutions could incorporate this model into their investment strategies and decision-making processes to ensure alignment with ESG criteria.

text-classification

Pricing

Cost per run
$-
USD
Avg run time
-
Seconds
Hardware
-
Prediction

Creator Models

ModelCostRuns
Finbert Tone$?1,154,055
Finbert Esg 9 Categories$?3,110
Finbert Fls$?8,330
Finbert Pretrain$?6,264

Similar Models

Try it!

You can use this area to play around with demo applications that incorporate the Finbert Esg model. These demos are maintained and hosted externally by third-party creators. If you see an error, message me on Twitter.

Overview

Summary of this model and related resources.

PropertyValue
Creatoryiyanghkust
Model NameFinbert Esg
Description
Platform did not provide a description for this model.
Tagstext-classification
Model LinkView on HuggingFace
API SpecView on HuggingFace
Github LinkNo Github link provided
Paper LinkNo paper link provided

Popularity

How popular is this model, by number of runs? How popular is the creator, by the sum of all their runs?

PropertyValue
Runs108,147
Model Rank
Creator Rank

Cost

How much does it cost to run this model? How long, on average, does it take to complete a run?

PropertyValue
Cost per Run$-
Prediction Hardware-
Average Completion Time-