SpanEmo: Casting Multi-label Emotion Classification as Span-prediction

25 Jan 2021 Hassan Alhuzali Sophia Ananiadou

Emotion recognition (ER) is an important task in Natural Language Processing (NLP), due to its high impact in real-world applications from health and well-being to author profiling, consumer analysis and security. Current approaches to ER, mainly classify emotions independently without considering that emotions can co-exist... (read more)

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Datasets


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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Emotion Classification SemEval 2018 Task 1E-c SpanEmo Macro-F1 0.578 # 1
Micro-F1 0.713 # 1
Accuracy 0.601 # 1

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