A Consistent Dual-MRC Framework for Emotion-cause Pair Extraction.
In: ACM Transactions on Information Systems, Jg. 41 (2023-10-01), Heft 4, S. 1-27
Online
academicJournal
Zugriff:
The article primarily centers on a novel dual-MRC framework for Emotion-Cause Pair Extraction (ECPE) that transforms the task into a two-turn machine reading comprehension problem, enhancing the identification of emotions and causes in a document. The topics discussed include the advantages of this framework, the proposed dual-direction ECPE approach, and a consistent training strategy to reduce exposure bias, resulting in superior performance compared to existing methods.
Titel: |
A Consistent Dual-MRC Framework for Emotion-cause Pair Extraction.
|
---|---|
Autor/in / Beteiligte Person: | ZIFENG, CHENG ; ZHIWEI, JIANG ; YAFENG, YIN ; CONG, WANG ; SHIPING, GE ; QING, GU |
Link: | |
Zeitschrift: | ACM Transactions on Information Systems, Jg. 41 (2023-10-01), Heft 4, S. 1-27 |
Veröffentlichung: | 2023 |
Medientyp: | academicJournal |
ISSN: | 1046-8188 (print) |
DOI: | 10.1145/3558548 |
Sonstiges: |
|