CL-ECPE: contrastive learning with adversarial samples for emotion-cause pair extraction
Sign Up to like & getrecommendations! Published in 2022 at "Connection Science"
DOI: 10.1080/09540091.2022.2082383
Abstract: The existing Emotion-Cause Pair Extraction (ECPE) has made some achievements, and it is applied in many tasks, such as criminal investigations. Previous approaches realised extraction by constructing different networks, but they did not fully exploit… read more here.
Keywords: emotion cause; extraction; adversarial samples; cause pair ... See more keywords
A Mutually Auxiliary Multitask Model With Self-Distillation for Emotion-Cause Pair Extraction
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3057880
Abstract: Emotion-cause pair extraction (ECPE), which aims to extract emotions and the corresponding causes in documents, has a wide range of applications in network public opinion analysis. Current two-stage methods first extract emotion and cause clauses,… read more here.
Keywords: emotion cause; model; emotion; extraction ... See more keywords