Similarity Estimation

AbstractThis paper investigates contextual language models, which produce token representations, as a resource for lexical semantics at the word or type level. We construct multi-prototype word embeddings from bert-base-uncased (Devlin …...

There are two cases describing how a classi- fier processes input text, namely, misclassi- fication and correct classification. In terms of misclassified texts, a classifier handles the texts with both …...

AbstractWith the increasing use of influencing incongruent news headlines for spreading fake news, detecting incongruent news articles has become an important research challenge. Most of the earlier studies on incongruity …...