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Interesting. Does the model fail on specific nuanced examples or all sentences in general? For e.g, in the Checklist work: https://github.com/marcotcr/checklist, there are examples of some specific sentences, but overall the model works well in a lot of cases. Do you have a code repo/notebook somewhere for experimenting with emotion classification?
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NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
One place to start is nlp progress if leader boards are your thing, if the model on top of the leader board is not a transformer based model and one further down is, you have your answer.
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