Is Google’s emotion dataset really mislabeled?

It could be a big problem if true A recent article by Edwin Chen revealed that Google's Go-emotion (a major technology used in perhaps thousands of AI deployments) was ineffective in labeling emotion after his team completed a deep dive into database. Mr. Chen had run into a problem with...

VERN compared to WASSA 2017 – Shared Task on Emotion Intensity

As part of our on-going process of testing, improvements, and comparisons to human and computer derived emotional models we scour sources for data. One of the more interesting datasets that we have encountered is the WASSA 2017 Shared Task on Emotion Intensity. Twenty-two teams participated in the shared task, with...

How VERN works for your marketing bridge

VERN works in dozens of use cases and any scenario where people and computers interact. From marketing to healthcare, from chatbots and robots to intelligent automation, VERN is a compelling technology to assist your AI goals in conversational AI, OCR/ICR, threat recognition, and more. With VERN AI for your marketing...