A Multi-Task Learning Neural Network for Emotion-Cause Pair Extraction
In this paper, we propose a multi-task neural network to perform emotion-cause pair extraction in a unified model.
Code (0)
등록된 구현이 없습니다.
Tasks
Emotion-Cause Pair ExtractionMulti-Task LearningSimilar Papers 제목 키워드 기반
Emotion Prediction Oriented method with Multiple Supervisions for Emotion-Cause Pair Extraction
Emotion-cause pair extraction (ECPE) task aims to extract all the pairs of emotions and their causes from an unannotated emotion text. The previous works usually extract the emotion-cause pairs from two perspectives of e…
Emotion Cause ExtractionEmotion-Cause Pair ExtractionPredictionEmotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts
Emotion cause extraction (ECE), the task aimed at extracting the potential causes behind certain emotions in text, has gained much attention in recent years due to its wide applications. However, it suffers from two shor…
Emotion Cause ExtractionEmotion-Cause Pair ExtractionEmotion RecognitionMulti-Task LearningEnd-to-end Emotion-Cause Pair Extraction via Learning to Link
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 (EC…
BenchmarkingEmotion Cause ExtractionEmotion-Cause Pair ExtractionLink Prediction+1End-to-End Emotion-Cause Pair Extraction based on Sliding Window Multi-Label Learning
Emotion-cause pair extraction (ECPE) is a new task that aims to extract the potential pairs of emotions and their corresponding causes in a document. The existing methods first perform emotion extraction and cause extrac…
Emotion-Cause Pair ExtractionMulti-Label LearningLearning Emotion-Aware Contextual Representations for Emotion-Cause Pair Extraction
Emotion Cause Pair Extraction (ECPE), the task expanded from the previous emotion cause extraction (ECE) task, focuses on extracting emotion-cause pairs in text. Two reasons have made ECPE a more challenging, but more ap…
Emotion Cause ExtractionEmotion-Cause Pair Extraction