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| Name | anger | disgust | fear | joy | neutral | sadness | surprise |
|---|---|---|---|---|---|---|---|
| Crowdflower (2016) | Yes | - | - | Yes | Yes | Yes | Yes |
| Emotion Dataset, Elvis et al. (2018) | Yes | - | Yes | Yes | - | Yes | Yes |
| GoEmotions, Demszky et al. (2020) | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| ISEAR, Vikash (2018) | Yes | Yes | Yes | Yes | - | Yes | - |
| MELD, Poria et al. (2019) | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| SemEval-2018, EI-reg, Mohammad et al. (2018) | Yes | - | Yes | Yes | - | Yes | - |
| Name | anger | disgust | fear | joy | neutral | sadness | surprise |
|---|---|---|---|---|---|---|---|
| Emotion Lines (Friends) | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
1const { pipeline } = await import('@xenova/transformers');
2
3// Allocate pipeline
4const pipe = await pipeline('text-classification', 'MicahB/emotion_text_classifier');
5console.log(await pipe("womp womp"));1Output:
2[{'label': 'joy', 'score': 0.9887555241584778}]Jochen Hartmann, "Emotion English DistilRoBERTa-base". https://huggingface.co/j-hartmann/emotion-english-distilroberta-base/, 2022.
Ashritha R Murthy and K M Anil Kumar 2021 IOP Conf. Ser.: Mater. Sci. Eng. 1110 012009