LAUSR

A survey of semantic relatedness evaluation datasets and procedures

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0 Published in 2019 at "Artificial Intelligence Review"

DOI: 10.1007/s10462-019-09796-3

Abstract: Semantic relatedness between words is a core concept in natural language processing. While countless approaches have been proposed, measuring which one works best is still a challenging task. Thus, in this article, we give a… read more here.

Keywords: relatedness evaluation; semantic relatedness; survey semantic; evaluation ... See more keywords

Capturing and measuring thematic relatedness

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0 Published in 2020 at "Language Resources and Evaluation"

DOI: 10.1007/s10579-019-09452-w

Abstract: AbstractIn this paper we explain the difference between two aspects of semantic relatedness: taxonomic and thematic relations. We notice the lack of evaluation tools for measuring thematic relatedness, identify two datasets that can be recommended… read more here.

Keywords: thematic relatedness; measuring thematic; semantic relatedness; relatedness ... See more keywords

Exploiting label semantic relatedness for unsupervised image annotation with large free vocabularies

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0 Published in 2019 at "Multimedia Tools and Applications"

DOI: 10.1007/s11042-019-7357-2

Abstract: Automatic Image Annotation (AIA) is the task of assigning keywords to images, with the aim to describe their visual content. Recently, an unsupervised approach has been used to tackle this task. Unsupervised AIA (UAIA) methods… read more here.

Keywords: uaia methods; semantic relatedness; image annotation; free vocabularies ... See more keywords

A replication attempt of hemispheric differences in semantic-relatedness judgments (Zwaan & Yaxley, 2003).

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0 Published in 2019 at "Acta psychologica"

DOI: 10.1016/j.actpsy.2019.102871

Abstract: In a study by Zwaan and Yaxley (2003, Cognition, 87, B79-B86), participants judged the semantic relatedness of word pairs presented one above the other either in the left or right visual field with all related… read more here.

Keywords: zwaan yaxley; yaxley 2003; semantic relatedness; visual field ... See more keywords

Semantic Relatedness Effects in Serial Recall But Not in Serial Reconstruction of Order.

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1 Published in 2022 at "Experimental psychology"

DOI: 10.1027/1618-3169/a000557

Abstract: Lists of semantically related words are better recalled than lists of unrelated words on immediate serial recall tests. Prominent explanations for this beneficial effect of semantic relatedness, such as the item/order hypothesis, invoke differential contributions… read more here.

Keywords: serial recall; order; reconstruction order; semantic relatedness ... See more keywords

Semantic relatedness algorithm for keyword sets of geographic metadata

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0 Published in 2019 at "Cartography and Geographic Information Science"

DOI: 10.1080/15230406.2019.1647797

Abstract: ABSTRACT Advances in linked geospatial data, recommender systems, and geographic information retrieval have led to urgent necessity to assess the overall semantic relatedness between keyword sets of geographic metadata. In this study, a new model… read more here.

Keywords: sets geographic; semantic relatedness; relatedness; keyword sets ... See more keywords

CD-SemMF: Cross-Domain Semantic Relatedness Based Matrix Factorization Model Enabled with Linked Open Data for User Cold Start Issue

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1 Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3175566

Abstract: Personalized recommendations to cold start user is one of the significant challenges in information filtering systems. Most of the existing systems inherited the idea of collaborative filtering (CF) and avoids the item metadata. For instance,… read more here.

Keywords: cross domain; cold start; domain; model ... See more keywords

Establishing semantic relatedness through ratings, reaction times, and semantic vectors: A database in Polish

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2 Published in 2023 at "PLOS ONE"

DOI: 10.1371/journal.pone.0284801

Abstract: This study presents a Polish semantic priming dataset and semantic similarity ratings for word pairs obtained with native Polish speakers, as well as a range of semantic spaces. The word pairs include strongly related, weakly… read more here.

Keywords: word pairs; word; semantic relatedness; relatedness ratings ... See more keywords

A semantic relatedness-based solution for reducing missing problem in TBIR

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1 Published in 2017 at "International Journal of Signal and Imaging Systems Engineering"

DOI: 10.1504/ijsise.2017.10006784

Abstract: In text-based image retrieval, matching is a technique that retrieves for a concept query Q, images annotated with Q. The result performance is very influenced by the annotation quality. Since it is difficult to have… read more here.

Keywords: semantic relatedness; relatedness based; missing problem; solution ... See more keywords

How much is a cow like a meow? A novel database of human judgements of audiovisual semantic relatedness.

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2 Published in 2022 at "Attention, perception & psychophysics"

DOI: 10.3758/s13414-022-02488-1

Abstract: Semantic information about objects, events, and scenes influences how humans perceive, interact with, and navigate the world. The semantic information about any object or event can be highly complex and frequently draws on multiple sensory… read more here.

Keywords: database; similarity; semantic relatedness; meow ... See more keywords