NPs, not DPs: The NP vs. DP debate in the context of dependency grammar

Osborne, Timothy

doi:10.1556/2062.2021.00001

Cited by 3 publications

(2 citation statements)

References 29 publications

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“…Dependency parsing is a crucial task in NLP, and recent years have seen significant advancements in this field [10]. According to Kübler et al [9], dependency parsing models can be broadly classified into two major groups: grammar-based dependency parsing and data-driven dependency parsing.…”

Section: Dependency Parsingmentioning

confidence: 99%

Automatic question generation using extended dependency parsing

Tewabe Sewunetie,

Kovacs

2024

IJEECS

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<span>The importance of automatic question generation (AQG) systems in education is recognized for automating tasks and providing adaptive assessments. Recent research focuses on improving quality with advanced neural networks and machine learning techniques. However, selecting the appropriate target sentences and concepts remains challenging in AQG systems. To address this problem, the authors created a novel system that combined sentence structure analysis, dependency parsing approach, and named entity recognition techniques to select the relevant target words from the given sentence. The main goal of this paper is to develop an AQG system using syntactic and semantic sentence structure analysis. Evaluation using manual and automatic metrics shows good performance on simple and short sentences, with an overall score of 3.67 out of 5.0. As the field of AQG continues to evolve rapidly, future research should focus on developing more advanced models that can generate a wider range of questions, especially for complex sentence structures.</span>

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Section: Dependency Parsingmentioning

confidence: 99%

Automatic question generation using extended dependency parsing

Tewabe Sewunetie,

Kovacs

2024

IJEECS

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“…Dependency grammar (DG) is a grammatical theory first articulated by [28]; it is based on the dependency connection [29] instead of the constituency relation of phrase structure. Dependency is the idea that words are linked to one another in a specific way, and the verb is the focal point of the phrase.…”

Section: ) Dependency Grammarmentioning

confidence: 99%

A Framework for Malay Computational Grammar Formalism based-on Enhanced Pola Grammar

Mohamed

Fataf

Sembok

2023

JOIV : Int. J. Inform. Visualization

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In the era of IR4.0, Natural Language Processing (NLP) is one of the major focuses because text is stored digitally to code the information. Natural language understanding requires a computational grammar for syntax and semantics of the language in question for this information to be manipulated digitally. Many languages around the world have their own computational grammars for processing syntax and semantics. However, when it comes to the Malay language, the researchers have yet to come across a substantial computational grammar that can process Malay syntax and semantics based on a computational theoretical framework that can be applied in systems such as e-commerce. Hence, we intend to propose a formalism framework based on enhanced Pola Grammar with syntactic and semantic features. The objectives of this proposed framework are to create a linguistic computational formalism for the Malay language based on theoretical linguistic; implement templates for Malay words to handle syntax and semantic features in accordance with the enhanced Pola Grammar; and create a Malay Language Parser Algorithm that can be used for digital applications. To accomplish the objectives, the proposed framework will recursively formalise the computational Malay grammar and lexicon using a combination of solid theoretical linguistic foundations such as Dependency Grammar. A Malay parsing algorithm will be developed for the proposed model until the formalised grammar is deemed reliable. The findings of this indigenous Malay parser will help to advance Malay language applications in the digital economy.

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Categorial selection and functional structure in the noun phrase: revisiting Russian small nominals

Rudnev

2023

Russ Linguist

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NPs, not DPs: The NP vs. DP debate in the context of dependency grammar

Cited by 3 publications

References 29 publications

Automatic question generation using extended dependency parsing

Automatic question generation using extended dependency parsing

A Framework for Malay Computational Grammar Formalism based-on Enhanced Pola Grammar

Categorial selection and functional structure in the noun phrase: revisiting Russian small nominals

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