TermBase Context-Aware Search

Hi there,

Contextually exact term is recognized and displayed in the Term Recognition window in the Editor view based on word sense disambiguation technology like the following:
Improving Word Sense Disambiguation in Neural Machine Translationwith Sense Embeddings https://www.aclweb.org/anthology/W17-4702.pdf
Exploring Word Sense Disambiguation Abilities ofNeural Machine Translation Systems https://www.aclweb.org/anthology/W18-1812.pdf

hiroshi kameya

hiroshi kameya over 5 years ago in reply to Christine Bruckner

Thank you! Your suggestion sounds good.
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Christine Bruckner over 5 years ago

Good idea to improve the term recognition! But using embeddings and the neural stuff might be too complex and overkill. Simpler, older methods like the Lesk family of algorithms and derivatives (https://en.wikipedia.org/wiki/Lesk_algorithm) might be easier to implement and could actually make use of (and thus promote the creation of) definitions and context sentences available in the termbase and linked ontologies etc.
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TermBase Context-Aware Search