HyperAI超神経

ホームニュース論文チュートリアルデータセット百科事典 SOTA LLMモデル GPU ランキング学会

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日本語

HyperAI超神経

Emotion Recognition In Conversation On Ec

評価指標

Micro-F1

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名	Micro-F1	Paper Title	Repository
Oversampling	0.758	SNU IDS at SemEval-2019 Task 3: Addressing Training-Test Class Distribution Mismatch in Conversational Classification	-
HRLCE + BERT	0.7709	ANA at SemEval-2019 Task 3: Contextual Emotion detection in Conversations through hierarchical LSTMs and BERT
OUT2 + IN3 + USE + BERT	0.7731	SymantoResearch at SemEval-2019 Task 3: Combined Neural Models for Emotion Classification in Human-Chatbot Conversations	-
GRU + SVM	0.6993	Neural Feature Extraction for Contextual Emotion Detection	-
DialogueRNN	0.758	Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances
NELEC	0.7765	NELEC at SemEval-2019 Task 3: Think Twice Before Going Deep
ConSSED	0.7664	ConSSED at SemEval-2019 Task 3: Configurable Semantic and Sentiment Emotion Detector	-
Attention-based Modeling	0.7582	Attention-based Modeling for Emotion Detection and Classification in Textual Conversations	-
KET	0.7413	Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations

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