Search Results for author: Ivelina Stoyanova

Found 17 papers, 0 papers with code

Automatic Prediction of Morphosemantic Relations

no code implementations GWC 2016 Svetla Koeva, Svetlozara Leseva, Ivelina Stoyanova, Tsvetana Dimitrova, Maria Todorova

This paper presents a machine learning method for automatic identification and classification of morphosemantic relations (MSRs) between verb and noun synset pairs in the Bulgarian WordNet (BulNet).

BIG-bench Machine Learning

Multilingual Image Corpus – Towards a Multimodal and Multilingual Dataset

no code implementations LREC 2022 Svetla Koeva, Ivelina Stoyanova, Jordan Kralev

One of the processing tasks for large multimodal data streams is automatic image description (image classification, object segmentation and classification).

Caption Generation Image Classification +6

Enhancing Conceptual Description through Resource Linking and Exploration of Semantic Relations

no code implementations GWC 2019 Ivelina Stoyanova, Svetlozara Leseva

The paper presents current efforts towards linking two large lexical semantic resources – WordNet and FrameNet – to the end of their mutual enrichment and the facilitation of the access, extraction and analysis of various types of semantic and syntactic information.

It Takes Two to Tango – Towards a Multilingual MWE Resource

no code implementations CLIB 2020 Svetlozara Leseva, Verginica Barbu Mititelu, Ivelina Stoyanova

Mature wordnets offer the opportunity of digging out interesting linguistic information otherwise not explicitly marked in the network.

Vocal Bursts Valence Prediction

Consistency Evaluation towards Enhancing the Conceptual Representation of Verbs in WordNet

no code implementations CLIB 2020 Svetlozara Leseva, Ivelina Stoyanova

We perform an evaluation of the procedures in terms of the quality of the suggestions measured as the potential improvement in precision and coverage, the relevance of the result and the efficiency of the procedure.

Semantic Analysis of Verb-Noun Derivation in Princeton WordNet

no code implementations EACL (GWC) 2021 Verginica Mititelu, Svetlozara Leseva, Ivelina Stoyanova

We thus employ a large-scale data-driven linguistically motivated analysis afforded by the rich derivational and morphosemantic description in WordNet to the end of capturing finer regularities in the process of derivation as represented in the semantic properties of the words involved and as reflected in the structure of the lexicon.

Relation Specificity

WordNet-Based Bulgarian Sign Language Dictionary of Crisis Management Terminology

no code implementations CLIB 2022 Slavina Lozanova, Ivelina Stoyanova

This paper presents an online Bulgarian sign language dictionary covering terminology related to crisis management.

Management

Hear about Verbal Multiword Expressions in the Bulgarian and the Romanian Wordnets Straight from the Horse's Mouth

no code implementations WS 2019 Verginica Barbu Mititelu, Ivelina Stoyanova, Svetlozara Leseva, Maria Mitrofan, Tsvetana Dimitrova, Maria Todorova

The contribution of this work is in outlining essential features of the description and classification of VMWEs and the cross-language comparison at the lexical level, which is essential for the understanding of the need for uniform annotation guidelines and a viable procedure for validation of the annotation.

Classification General Classification

Bulgarian X-language Parallel Corpus

no code implementations LREC 2012 Svetla Koeva, Ivelina Stoyanova, Rositsa Dekova, Borislav Rizov, Angel Genov

The paper presents the methodology and the outcome of the compilation and the processing of the Bulgarian X-language Parallel Corpus (Bul-X-Cor) which was integrated as part of the Bulgarian National Corpus (BulNC).

named-entity-recognition Named Entity Recognition +4

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