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Differentiating Approach and Avoidance from Traditional Notions of Sentiment in Economic Contexts
The results demonstrate that Avoidance in particular is well defined as a separate type of emotion, which is evaluative/cognitive and action-orientated in nature.
Deriving Contextualised Semantic Features from BERT (and Other Transformer Model) Embeddings
Taking the next step, this paper demonstrates that Binder features can be derived from the BERT embedding space.
Extrapolating Binder Style Word Embeddings to New Words
This paper aimed to demonstrate that Binder features can effectively be predicted for a large number of new words and that the predicted values are sensible.
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