Work

Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs

Year: 2022

Type: conference-paper

Abstract: Social intelligence and Theory of Mind (TOM), i.e., the ability to reason about the different mental states, intents, and reactions of all people involved, allow humans to effectively navigate and understand everyday social interactions.As NLP systems are used in increasingly complex social situations, their ability to grasp social dynamics becomes crucial.

Source: Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI: 10.18653/v1/2022.emnlp-main.248

Authors: Maarten Sap, Ronan Le Bras, Daniel Fried, Yejin Choi

Institutions: Carnegie Mellon University, Allen Institute for Artificial Intelligence, University of Washington

Language: English

Topic: Child and Animal Learning Development

Subfield: Developmental and Educational Psychology

Field: Psychology

Domain: Social Sciences

Open Access status: hybrid

Funders: Allen Institute for Artificial Intelligence, Defense Advanced Research Projects Agency, Naval Information Warfare Center Pacific

Awards: G1037014486, G7357862116, G8215844777