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Emotion-Cause Pair Extraction

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TitleStatusHype
Span-level Emotion-Cause-Category Triplet Extraction with Instruction Tuning LLMs and Data AugmentationCode0
AIMA at SemEval-2024 Task 3: Simple Yet Powerful Emotion Cause Pair AnalysisCode0
EmoVerse: Exploring Multimodal Large Language Models for Sentiment and Emotion UnderstandingCode1
NUS-Emo at SemEval-2024 Task 3: Instruction-Tuning LLM for Multimodal Emotion-Cause Analysis in Conversations—0
Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction—0
SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in ConversationsCode1
Samsung Research China-Beijing at SemEval-2024 Task 3: A multi-stage framework for Emotion-Cause Pair Extraction in Conversations—0
Emotion-cause pair extraction method based on multi-granularity information and multi-module interaction—0
PetKaz at SemEval-2024 Task 3: Advancing Emotion Classification with an LLM for Emotion-Cause Pair Extraction in ConversationsCode0
LastResort at SemEval-2024 Task 3: Exploring Multimodal Emotion Cause Pair Extraction as Sequence Labelling TaskCode0
MIPS at SemEval-2024 Task 3: Multimodal Emotion-Cause Pair Extraction in Conversations with Multimodal Language ModelsCode1
UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause—0
Enhancing Large Language Model with Decomposed Reasoning for Emotion Cause Pair Extraction—0
Co-evolving Graph Reasoning Network for Emotion-Cause Pair Extraction—0
ECQED: Emotion-Cause Quadruple Extraction in Dialogs—0
How to Enhance Causal Discrimination of Utterances: A Case on Affective ReasoningCode1
Is ChatGPT a Good Sentiment Analyzer? A Preliminary StudyCode1
Emotion Prediction Oriented method with Multiple Supervisions for Emotion-Cause Pair ExtractionCode0
Emotion-Cause Pair Extraction as Question Answering—0
Pair-Based Joint Encoding with Relational Graph Convolutional Networks for Emotion-Cause Pair ExtractionCode0
UECA-Prompt: Universal Prompt for Emotion Cause AnalysisCode1
基于知识迁移的情感-原因对抽取(Emotion-Cause Pair Extraction Based on Knowledge-Transfer)—0
A Multi-turn Machine Reading Comprehension Framework with Rethink Mechanism for Emotion-Cause Pair ExtractionCode1
Joint Alignment of Multi-Task Feature and Label Spaces for Emotion Cause Pair ExtractionCode0
Learning a General Clause-to-Clause Relationships for Enhancing Emotion-Cause Pair Extraction—0
Multi-Granularity Semantic Aware Graph Model for Reducing Position Bias in Emotion-Cause Pair Extraction—0
Multi-Granularity Semantic Aware Graph Model for Reducing Position Bias in Emotion Cause Pair Extraction—0
Emotion-Cause Pair Extraction in Customer Reviews—0
Learning Emotion-Aware Contextual Representations for Emotion-Cause Pair Extraction—0
Pair-Based Joint Learning with Relational Graph Convolutional Networks for Emotion-Cause Pair Extraction—0
Multimodal Emotion-Cause Pair Extraction in Conversations—0
Learning Emotion-Aware Contextual Representations for Emotion Cause Analysis—0
A Dual-Questioning Attention Network for Emotion-Cause Pair Extraction with Context AwarenessCode0
An End-to-End Network for Emotion-Cause Pair ExtractionCode1
A Symmetric Local Search Network for Emotion-Cause Pair ExtractionCode0
End-to-End Emotion-Cause Pair Extraction with Graph Convolutional NetworkCode0
A Unified Sequence Labeling Model for Emotion Cause Pair Extraction—0
End-to-End Emotion-Cause Pair Extraction based on Sliding Window Multi-Label LearningCode1
Emotion-Cause Pair Extraction as Sequence Labeling Based on A Novel Tagging Scheme—0
A Multi-Task Learning Neural Network for Emotion-Cause Pair Extraction—0
Effective Inter-Clause Modeling for End-to-End Emotion-Cause Pair ExtractionCode1
ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and PredictionCode1
Transition-based Directed Graph Construction for Emotion-Cause Pair ExtractionCode1
ECSP: A New Task for Emotion-Cause Span-Pair Extraction and Classification—0
End-to-end Emotion-Cause Pair Extraction via Learning to LinkCode1
Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in TextsCode1
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