Search Results for author: Sandaru Seneviratne

Found 4 papers, 2 papers with code

CILex: An Investigation of Context Information for Lexical Substitution Methods

1 code implementation COLING 2022 Sandaru Seneviratne, Elena Daskalaki, Artem Lenskiy, Hanna Suominen

Methods based on lexical resources are likely to miss relevant substitutes whereas relying only on contextual word embedding models fails to provide adequate information on the impact of a substitute in the entire context and the overall meaning of the input.

Sentence Sentence Embeddings +1

TNNT: The Named Entity Recognition Toolkit

1 code implementation31 Aug 2021 Sandaru Seneviratne, Sergio J. Rodríguez Méndez, Xuecheng Zhang, Pouya G. Omran, Kerry Taylor, Armin Haller

Extraction of categorised named entities from text is a complex task given the availability of a variety of Named Entity Recognition (NER) models and the unstructured information encoded in different source document formats.

graph construction named-entity-recognition +2

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