no code implementations • Findings (EMNLP) 2021 • Yaochen Liu, Yazhou Zhang, Qiuchi Li, Benyou Wang, Dawei Song
The QPM framework involves a complex-valued multi-modal representation encoder, a quantum-like fusion subnetwork and a quantum measurement mechanism.
no code implementations • 6 Jun 2023 • Yaochen Liu, Yazhou Zhang, Dawei Song
In view of the recent success of quantum probability (QP) in modeling human cognition, particularly contextual incompatible decision making, we take the first step towards introducing QP into joint multi-modal sarcasm, sentiment, and emotion analysis.
no code implementations • 6 Jun 2023 • Yaochen Liu, Qiuchi Li, Benyou Wang, Yazhou Zhang, Dawei Song
Quantum theory, originally proposed as a physical theory to describe the motions of microscopic particles, has been applied to various non-physics domains involving human cognition and decision-making that are inherently uncertain and exhibit certain non-classical, quantum-like characteristics.