Towards a unified model of semantic memory: validation and theoretical implications of the conceptual feature rating space
Sign Up to like & getrecommendations! Published in 2018 at "Language, Cognition and Neuroscience"
DOI: 10.1080/23273798.2017.1408852
Abstract: ABSTRACT The representation of abstract and concrete concepts has long been a debated question in the literature. In previous work, we created a semantic space which was able to model abstract and concrete concepts in… read more here.
Keywords: space; unified model; model semantic; semantic space ... See more keywords
Virtual screening of antimicrobial plant extracts by machine-learning classification of chemical compounds in semantic space
Sign Up to like & getrecommendations! Published in 2023 at "PLOS ONE"
DOI: 10.1101/2023.03.23.533934
Abstract: Plant extract is a mixture of diverse phytochemicals, and considered as an important resource for drug discovery. However, large-scale exploration of the bioactive extracts has been hindered by various obstacles until now. In this research,… read more here.
Keywords: learning classification; semantic space; machine learning; plant ... See more keywords
Investigating the Bilateral Connections in Generative Zero-Shot Learning.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2021.3050803
Abstract: Zero-shot learning (ZSL) is a pretty intriguing topic in the computer vision community since it handles novel instances and unseen categories. In a typical ZSL setting, there is a main visual space and an auxiliary… read more here.
Keywords: bilateral connections; semantic space; shot learning; zero shot ... See more keywords
Demonstrative Reference and Semantic Space: A Large-Scale Demonstrative Choice Task Study
Sign Up to like & getrecommendations! Published in 2020 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2020.00629
Abstract: Spatial demonstratives (words like this and that) have been thought to primarily be used for carving up space into a peripersonal and extrapersonal domain. However, when given a noun out of context and asked to… read more here.
Keywords: large scale; space; semantic space; demonstrative choice ... See more keywords
Deep Multilabel Multilingual Document Learning for Cross-Lingual Document Retrieval
Sign Up to like & getrecommendations! Published in 2022 at "Entropy"
DOI: 10.3390/e24070943
Abstract: Cross-lingual document retrieval, which aims to take a query in one language to retrieve relevant documents in another, has attracted strong research interest in the last decades. Most studies on this task start with cross-lingual… read more here.
Keywords: lingual document; document retrieval; document; cross lingual ... See more keywords
Mobility in Unsupervised Word Embeddings for Knowledge Extraction - The Scholars' Trajectories across Research Topics
Sign Up to like & getrecommendations! Published in 2022 at "Future Internet"
DOI: 10.3390/fi14010025
Abstract: In the knowledge discovery field of the Big Data domain the analysis of geographic positioning and mobility information plays a key role. At the same time, in the Natural Language Processing (NLP) domain pre-trained models… read more here.
Keywords: scholars trajectories; mobility; mobility unsupervised; word ... See more keywords