Search Results for author: Yaochen Liu

Found 3 papers, 0 papers with code

What Does Your Smile Mean? Jointly Detecting Multi-Modal Sarcasm and Sentiment Using Quantum Probability

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.

A Quantum Probability Driven Framework for Joint Multi-Modal Sarcasm, Sentiment and Emotion Analysis

no code implementations6 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.

Decision Making Emotion Recognition

A Survey of Quantum-Cognitively Inspired Sentiment Analysis Models

no code implementations6 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.

Decision Making Sentiment Analysis

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