ConText at WASSA 2024 Empathy and Personality Shared Task: History-Dependent Embedding Utterance Representations for Empathy and Emotion Prediction in Conversations

Train:

python cli.py train -f configs/{config_id}.yaml

Testing:

python cli.py test --experiment experiments/{experiment_id}/

Citations

@inproceedings{pereira-etal-2023-context,
    title = "Context-Dependent Embedding Utterance Representations for Emotion Recognition in Conversations",
    author = "Pereira, Patr{\'\i}cia  and
      Moniz, Helena  and
      Dias, Isabel  and
      Carvalho, Joao Paulo",
    booktitle = "Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, {\&} Social Media Analysis",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.wassa-1.21",
    doi = "10.18653/v1/2023.wassa-1.21",
    pages = "228--236",
    }

@inproceedings{pereira-etal-2024-context,
    title = "{C}on{T}ext at {WASSA} 2024 Empathy and Personality Shared Task: History-Dependent Embedding Utterance Representations for Empathy and Emotion Prediction in Conversations",
    author = "Pereira, Patr{\'\i}cia  and
      Moniz, Helena  and
      Carvalho, Joao Paulo",
    booktitle = "Proceedings of the 14th Workshop on Computational Approaches to Subjectivity, Sentiment, {\&} Social Media Analysis",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.wassa-1.42",
    pages = "448--453",
}