Improving Turkish text sentiment classification through task-specific and universal transformations: an ensemble data augmentation approach

A Onan, KF Balbal - IEEE Access, 2024 - ieeexplore.ieee.org
The exponential growth of digital data in recent years has spurred a significant interest in
natural language processing (NLP) and sentiment analysis. However, the effectiveness of …

Simreluz: Similarity and relatedness scores as a semantic evaluation dataset for uzbek language

U Salaev, E Kuriyozov, C Gómez-Rodríguez - arXiv preprint arXiv …, 2022 - arxiv.org
Semantic relatedness between words is one of the core concepts in natural language
processing, thus making semantic evaluation an important task. In this paper, we present a …

A large and evolving cognate database

K Batsuren, G Bella, F Giunchiglia - Language Resources and Evaluation, 2022 - Springer
We present CogNet, a large-scale, automatically-built database of sense-tagged cognates—
words of common origin and meaning across languages. CogNet is continuously evolving …

Building the turkish framenet

B Marşan, N Kara, M Özçelik, BN Arıcan… - Proceedings of the …, 2021 - aclanthology.org
Abstract FrameNet (Lowe, 1997; Baker et al., 1998; Fillmore and Atkins, 1998; Johnson et
al., 2001) is a computational lexicography project that aims to offer insight into the semantic …

HisNet: a polarity lexicon based on wordnet for emotion analysis

M Özçelik, BN Arıcan, Ö Bakay… - Proceedings of the …, 2021 - eresearch.ozyegin.edu.tr
Dictionary-based methods in sentiment analysis have received scholarly attention recently,
the most comprehensive examples of which can be found in English. However, many other …

[PDF][PDF] Towards UkrainianWordNet: Incorporation of an existing thesaurus in the domain of physics

M Siegel, M Vakulenko, J Baum - Proceedings of the 19th …, 2023 - aclanthology.org
In this paper, we represent the first version of the Ukrainian wordnet–Ukrajinet 1.0. It
contains 3,360 sets of full synonyms in the field of physics, consisting of 8,700 words. This …

Towards the construction of a wordnet for old english

F Khan, FJM Gómez, RC González… - Proceedings of the …, 2022 - aclanthology.org
In this paper we will discuss our preliminary work towards the construction of a WordNet for
Old English, taking our inspiration from other similar WN construction projects for ancient …

Clubhouse experience: sentiment analysis of an alternative platform From the eyes of classic social media users

ID Kocakoç, P Özkan - Data Mining Approaches for Big Data and …, 2022 - igi-global.com
Clubhouse is an invitation-only social networking application that differs from the usual
social media platforms in that it is “audio only.” In this chapter, the sentiments in the social …

Completing wordnets with sememe knowledge

S Li, B Li, H Yao, S Zhou, J Zhu, Z Zeng - Electronics, 2021 - mdpi.com
WordNets organize words into synonymous word sets, and the connections between words
present the semantic relationships between them, which have become an indispensable …

Word Sense Disambiguation using KeNet

M Çetiner, A Yıldırım, B Onay… - 2021 29th Signal …, 2021 - ieeexplore.ieee.org
The highly studied Natural Language Processing (NLP) problem Word Sense
Disambiguation (WSD) is the process of removing the ambiguities of multiple-sense words …