An End-to-End Multi-Task Learning to Link Framework for Emotion-Cause Pair Extraction

25 Feb 2020 Haolin Song Chen Zhang Qiuchi Li Dawei Song

Emotion-cause pair extraction (ECPE), as an emergent natural language processing task, aims at jointly investigating emotions and their underlying causes in documents. It extends the previous emotion cause extraction (ECE) task, yet without requiring a set of pre-given emotion clauses as in ECE... (read more)

PDF Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Emotion-Cause Pair Extraction ECPE E2EECPE F1 62.8 # 4

Methods used in the Paper


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