EXTRACTING EMOTION-CAUSE PAIRS: A BILSTM-DRIVEN METHODOLOGY

EXTRACTING EMOTION-CAUSE PAIRS: A BILSTM-DRIVEN METHODOLOGY

Emotions are fundamental to human interactions, intricately influencing communication, behavior, and perception. Emotion-Cause Pair Extraction (ECPE) is a critical task in natural language processing that identifies clause pairs associating emotions with their corresponding triggers within textual...

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Bibliographic Details
Main Authors: Raga Madhuri Chandra, Giri Venkata Sai Tej Neelaiahgari, Satya Sumanth Vanapalli
Format: Article
Language:English
Published: Lublin University of Technology 2024-12-01
Series:Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska
Subjects:
Emotional intelligence
Emotion-Cause Pair Extraction (ECPE)
Bidirectional Long Short-Term Memory
Emotional dynamics
Natural language processing
Conversational Analysis
Online Access:https://ph.pollub.pl/index.php/iapgos/article/view/6679
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