Results 51 to 60 of about 33,522 (256)
Enhancing Aspect-based Sentiment Analysis with ParsBERT in Persian Language [PDF]
Journal of Artificial Intelligence and Data MiningIn the era of pervasive internet use and the dominance of social networks, researchers face significant challenges in Persian text mining, including the scarcity of adequate datasets in Persian and the inefficiency of existing language models. This paper
Farid Ariai +2 more
doaj +1 more source
Building a wordnet for Turkish [PDF]
, 2004 This paper summarizes the development process of a wordnet for Turkish as part of the Balkanet project. After discussing the basic method-ological issues that had to be resolved during the course of the project, the paper presents the basic steps of the ...
Bilgin, Orhan +3 more
core
Ai Magazine, 2003 Despite its original intended use, which was very different, WORDNET is used more and more today as an ontology, where the hyponym relation between word senses is interpreted as a subsumption relation between concepts. In this article, we discuss the general problems related to the semantic interpretation of WORDNET taxonomy in light of rigorous ...
Gangemi A +3 more
openaire +6 more sources
The data-driven Bulgarian WordNet: BTBWN
Cognitive Studies | Études cognitives, 2018 The data-driven Bulgarian WordNet: BTBWN The paper presents our work towards the simultaneous creation of a data-driven WordNet for Bulgarian and a manually annotated treebank with semantic information.
Petya Osenova, Kiril Simov
doaj +1 more source
The semantic classification of adjectives in the Bulgarian Wordnet: Towards a multiclass approach
Cognitive Studies | Études cognitives, 2018 The semantic classification of adjectives in the Bulgarian Wordnet: Towards a multiclass approach The paper presents an attempt at semantic classification of adjectives in the Bulgarian wordnet.
Tsvetana Dimitrova, Valentina Stefanova
doaj +1 more source
Using WordNet for Building WordNets [PDF]
, 1997 This paper summarises a set of methodologies and techniques for the fast construction of multilingual WordNets. The English WordNet is used in this approach as a backbone for Catalan and Spanish WordNets and as a lexical knowledge resource for several ...
Farreres, Xavier +2 more
core +4 more sources
Towards Automatic Construction of Filipino WordNet: Word Sense Induction and Synset Induction Using Sentence Embeddings [PDF]
arXiv, 2022 Wordnets are indispensable tools for various natural language processing applications. Unfortunately, wordnets get outdated, and producing or updating wordnets can be slow and costly in terms of time and resources. This problem intensifies for low-resource languages.
arxiv
Distributional Measures of Semantic Distance: A Survey [PDF]
, 2012 The ability to mimic human notions of semantic distance has widespread applications. Some measures rely only on raw text (distributional measures) and some rely on knowledge sources such as WordNet.
Hirst, Graeme, Mohammad, Saif M.
core +1 more source
Bilingual Embeddings with Random Walks over Multilingual Wordnets [PDF]
, 2018 Bilingual word embeddings represent words of two languages in the same space, and allow to transfer knowledge from one language to the other without machine translation. The main approach is to train monolingual embeddings first and then map them using bilingual dictionaries.
arxiv +1 more source
Semi-automatic WordNet Linking using Word Embeddings [PDF]
arXiv, 2022 Wordnets are rich lexico-semantic resources. Linked wordnets are extensions of wordnets, which link similar concepts in wordnets of different languages. Such resources are extremely useful in many Natural Language Processing (NLP) applications, primarily those based on knowledge-based approaches.
arxiv