Recent trends in deep learning based textual emotion cause extraction
X Su, Z Huang, Y Zhao, Y Chen… - … /ACM Transactions on …, 2023 - ieeexplore.ieee.org
Emotion Cause Extraction Field (ECEF) focuses on the cause that triggers an emotion in a
document. Traditional ECEF aims to extract the cause based on a given emotion while …
document. Traditional ECEF aims to extract the cause based on a given emotion while …
End-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 …
emotions and their corresponding causes in a document. The existing methods first perform …
ECPEC: Emotion-cause pair extraction in conversations
Conversational sentiment analysis (CSA) and emotion-cause pair extraction (ECPE) tasks
have attracted increasing attention in recent years. The former aims to predict the sentiment …
have attracted increasing attention in recent years. The former aims to predict the sentiment …
Multi-task sequence tagging for emotion-cause pair extraction via tag distribution refinement
The task emotion-cause pair extraction deals with finding all emotions and the
corresponding causes from emotion texts. Existing joint methods solve it as multi-task …
corresponding causes from emotion texts. Existing joint methods solve it as multi-task …
A unified target-oriented sequence-to-sequence model for emotion-cause pair extraction
Emotion-cause pair extraction is a recently proposed task that aims at extracting all potential
clause-level pairs of emotion and cause in text. To solve this task, researchers first proposed …
clause-level pairs of emotion and cause in text. To solve this task, researchers first proposed …
A unified sequence labeling model for emotion cause pair extraction
Emotion-cause pair extraction (ECPE) aims at extracting emotions and causes as pairs from
documents, where each pair contains an emotion clause and a set of cause clauses …
documents, where each pair contains an emotion clause and a set of cause clauses …
An end-to-end network for emotion-cause pair extraction
The task of Emotion-Cause Pair Extraction (ECPE) aims to extract all potential clause-pairs
of emotions and their corresponding causes in a document. Unlike the more well-studied …
of emotions and their corresponding causes in a document. Unlike the more well-studied …
Multi-granularity semantic aware graph model for reducing position bias in emotion-cause pair extraction
The Emotion-Cause Pair Extraction (ECPE) task aims to extract emotions and causes as
pairs from documents. We observe that the relative distance distribution of emotions and …
pairs from documents. We observe that the relative distance distribution of emotions and …
Recurrent synchronization network for emotion-cause pair extraction
Emotion-cause pair extraction is a fundamental task in emotion analysis, which aims to
extract emotions and their corresponding causes from documents. Recent studies have …
extract emotions and their corresponding causes from documents. Recent studies have …
A knowledge-guided graph attention network for emotion-cause pair extraction
Abstract Emotion-Cause Pair Extraction (ECPE) is a research objective focused on
identifying and extracting all emotion-clause and cause-clause pairs from unannotated …
identifying and extracting all emotion-clause and cause-clause pairs from unannotated …