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method ID: nearestneighbour

Related Papers

Clustering Polysemic Subcategorization Frame Distributions Semantically

Authors: nan

Publication: TIPSTER (2003)

DOI: nan

Previous research has demonstrated the utility of clustering in inducing semantic verb classes from undisambiguated cor- pus data. We describe a new approach which involves clustering subcategoriza- tion frame (SCF) …...

36932

Augmenting Approximate Similarity Searching with Lexical Information

Authors: nan

Publication: TIPSTER (2005)

DOI: nan

Accurately representing synonymy using distribu- tional similarity requires large volumes of data to reliably represent infrequent words. However, the na¨ıve nearest-neighbour approach to compare con- text vectors extracted from large …...

28770

With More Contexts Comes Better Performance: Contextualized Sense Embeddings for All-Round Word Sense Disambiguation

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractContextualized word embeddings have been employed effectively across several tasks in Natural Language Processing, as they have proved to carry useful semantic information. However, it is still hard to link …...

30497