Semantics visualization–definition, approaches and challenges

K Nazemi, D Burkhardt, E Ginters… - Procedia Computer …, 2015 - Elsevier
The visualization of the simulation results must be done in conformity with beneficiaries
perception and professional domain understanding. It means that right data must be …

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 …

A framework for enriching lexical semantic resources with distributional semantics

C Biemann, S Faralli, A Panchenko… - Natural Language …, 2018 - cambridge.org
We present an approach to combining distributional semantic representations induced from
text corpora with manually constructed lexical semantic networks. While both kinds of …

[PDF][PDF] JoBimViz: a web-based visualization for graph-based distributional semantic models

E Ruppert, M Kaufmann, M Riedl… - Proceedings of ACL …, 2015 - aclanthology.org
This paper introduces a web-based visualization framework for graph-based distributional
semantic models. The visualization supports a wide range of data structures, including term …

Applying the latent semantic analysis to the issue of automatic extraction of collocations from the domain texts

A Nugumanova, I Bessmertny - … Engineering and the Semantic Web: 4th …, 2013 - Springer
The aim of this paper is to study possibilities of latent semantic analysis for automatic
extraction of word pair collocations from domain texts. The basic idea of this work consists in …

[HTML][HTML] Автоматические методы детекции культурных смещений в социальных сетях (на материале диалогов из Telegram)

ЮА Жеребцова, АВ Чижик… - … . Серия: Лингвистика и …, 2021 - cyberleninka.ru
Формирование слоя социокультурной жизни человека основано на осознании
индивидом себя и окружающего мира, а также переводе результатов этого осмысления …

Word sense disambiguation in monolingual dictionaries for building russian WordNet

D Alexeyevsky, AV Temchenko - Proceedings of the 8th Global …, 2016 - aclanthology.org
Russian Language is currently poorly supported with WordNet-like resources. One of the
new efforts for building Russian WordNet involves mining the monolingual dictionaries …

Adaptive semantics visualization

K Nazemi - 2014 - diglib.eg.org
Human access to the increasing amount of information and data plays an essential role for
the professional level and also for everyday life. While information visualization has …

[PDF][PDF] Noun sense induction and disambiguation using graph-based distributional semantics

A Panchenko, J Simon, M Riedl… - Proceedings of the 13th …, 2016 - academia.edu
We introduce an approach to unsupervised word sense induction and disambiguation:
sense representations for ambiguous words are learned from distributional evidence and …

A Technique to Pre-trained Neural Network Language Model Customization to Software Development Domain

PV Dudarin, VG Tronin, KV Svyatov - Artificial Intelligence: 17th Russian …, 2019 - Springer
According to the CHAOS report from Standish Group during 1992–2017, the degree of
success of projects in the development of software intensive systems (Software Intensive …