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Context representations are a key element in distributional models of word meaning. In contrast to typical representations based on neighboring words, a recently proposed ap- proach suggests to represent a …...

AbstractClaim verification is challenging because it requires first to find textual evidence and then apply claim-evidence entailment to verify a claim. Previous works evaluate the entailment step based on the …...

AbstractUltra-fine entity typing (UFET) predicts extremely free-formed types (e.g., president, politician) of a given entity mention (e.g., Joe Biden) in context. State-of-the-art (SOTA) methods use the cross-encoder (CE) based architecture. …...