update deskIsrael News

Israeli researcher’s AI identifies ‘social norm violations’

The program, funded by the U.S. military, can determined whether short texts are "positive or negative."

Mahane Yehuda market in Jerusalem, Dec. 2, 2021. Photo by Yonatan Sindel/Flash90.
Mahane Yehuda market in Jerusalem, Dec. 2, 2021. Photo by Yonatan Sindel/Flash90.

A scientist at Ben-Gurion University of the Negev has designed an AI system capable of identifying “social norm violations” in text samples.

With U.S. military funding, professor Yair Neuman and engineer Yochai Cohen built the system using GPT-3, zero-shot text classification and automatic rule discovery.

They trained the system to identify 10 social emotions: competence, politeness, trust, discipline, caring, agreeableness, success, conformity, decency and loyalty. The system successfully classified texts into one of these 10 groups, and defined them as positive or negative.

The system was tested on two massive datasets of short texts and empirically proved the validity of the models, according to a statement from BGU.

The U.S. Defense Department’s Defense Advanced Research Projects Agency (DARPA) commissioned The Computational Cultural Understand (CCU) program to create cross-cultural language understanding technologies to improve situational awareness and interactional effectiveness. Cross-cultural miscommunication not only derails negotiations, but also can be a contributing factor leading to war, according to DARPA’s explanation of the program.

The findings were published recently in the journal Scientific Reports.

“This is a preliminary work, but it provides strong evidence that our approach is correct and can be scaled up to include more social norms,” said Neuman, who heads The Functor Lab in the Department of Cognitive and Brain Sciences at BGU.

You have read 3 articles this month.
Register to receive full access to JNS.

Just before you scroll on...

Israel is at war.

JNS is combating the stream of misinformation on Israel with real, honest and factual reporting. In order to deliver this in-depth, unbiased coverage of Israel and the Jewish world, we rely on readers like you.

The support you provide allows our journalists to deliver the truth, free from bias and hidden agendas. Can we count on your support?

Every contribution, big or small, helps JNS.org remain a trusted source of news you can rely on.

Become a part of our mission by donating today
Topics
Comments
Thank you. You are a loyal JNS Reader.
You have read more than 10 articles this month.
Please register for full access to continue reading and post comments.
Never miss a thing
Get the best stories faster with JNS breaking news updates