[HTML][HTML] A reproducible survey on word embeddings and ontology-based methods for word similarity: Linear combinations outperform the state of the art

JJ Lastra-Díaz, J Goikoetxea, MAH Taieb… - … Applications of Artificial …, 2019 - Elsevier
Human similarity and relatedness judgements between concepts underlie most of cognitive
capabilities, such as categorisation, memory, decision-making and reasoning. For this …

Short text similarity measurement methods: a review

DW Prakoso, A Abdi, C Amrit - Soft Computing, 2021 - Springer
Short text similarity measurement methods play an important role in many applications
within natural language processing. This paper reviews the research literature on short text …

Is image-based CAPTCHA secure against attacks based on machine learning? An experimental study

FH Alqahtani, FA Alsulaiman - Computers & Security, 2020 - Elsevier
The completely automated public Turing test to tell computers and humans apart
(CAPTCHA) is among the most common methods of authentication used by websites and …

A survey of semantic relatedness evaluation datasets and procedures

MA Hadj Taieb, T Zesch, M Ben Aouicha - Artificial Intelligence Review, 2020 - Springer
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 …

[HTML][HTML] HESML: A scalable ontology-based semantic similarity measures library with a set of reproducible experiments and a replication dataset

JJ Lastra-Díaz, A García-Serrano, M Batet… - Information Systems, 2017 - Elsevier
This work is a detailed companion reproducibility paper of the methods and experiments
proposed by Lastra-Díaz and García-Serrano in (2015, 2016)[56–58], which introduces the …

Automatic question generation and answer assessment for subjective examination

B Das, M Majumder, AA Sekh, S Phadikar - Cognitive Systems Research, 2022 - Elsevier
Automatic generation of questions and evaluating their answers is a highly challenging task
in natural language processing and educational technology. This work focuses on …

Multiple-choice question generation with auto-generated distractors for computer-assisted educational assessment

B Das, M Majumder, S Phadikar, AA Sekh - Multimedia Tools and …, 2021 - Springer
Multiple-choice questions (MCQs) are used as instrumental tool for assessment, not only in
various competitive examinations but also in contemporary information and communications …

MEET-LM: A method for embeddings evaluation for taxonomic data in the labour market

L Malandri, F Mercorio, M Mezzanzanica, N Nobani - Computers in Industry, 2021 - Elsevier
Taxonomies are the mainstay of the semantic web as they aim at organising knowledge in
concepts linked by IS-A relationships. However, kee** such hierarchies updated and able …

SenseMap: Urban performance visualization and analytics via semantic textual similarity

J Chen, Q Huang, C Wang, C Li - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
As urban populations grow, effectively accessing urban performance measures such as
livability and comfort becomes increasingly important due to their significant socioeconomic …

Embeddings evaluation using a novel measure of semantic similarity

A Giabelli, L Malandri, F Mercorio… - Cognitive …, 2022 - Springer
Lexical taxonomies and distributional representations are largely used to support a wide
range of NLP applications, including semantic similarity measurements. Recently, several …