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Add WIP blog post on Reverse Semantic Search research findings
Related: geolexica/breviter#3
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--- | ||
layout: custom-post | ||
title: "Reverse Semantic Search for Geolexica" | ||
date: 2022-10-01 00:00:00 +0800 | ||
categories: database,research,terms and definitions,semantic | ||
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= Geolexica now has Reverse Semantic Search | ||
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== Introduction | ||
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Ever forgotten a specific word but could describe its meaning? | ||
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Internet search engines more than often return unrelated entries. | ||
The solution is *reverse semantic search*: given an input of the meaning of the | ||
word (search phrase), provide an output with dictionary words that match the | ||
meaning. | ||
The key to accurate reverse search lies in the machine's ability to understand | ||
semantics. | ||
We employ deep learning approaches in natural language processing (NLP) to | ||
enable better comparison of meanings between the search phrases with word | ||
definitions. | ||
Accuracy will be significantly increased. | ||
The project outcome will be employed on Geolexica as a pilot application and | ||
testbed for evaluation. | ||
The ability to identify entities with similar semantics facilitates ontology | ||
discovery in the Semantic Web and in Technical Language Processing (TLP). |