Hypernym detection
Web4 mei 2024 · The automatic detection of hypernymy relationships represents a challenging problem in NLP. The successful application of state-of-the-art supervised approaches … WebFor example, "bond" is a hypernym of the financial term "alternative debenture". In this paper, we propose a system capable of extracting and ranking hypernyms for a given financial term. The system has been trained with financial text corpora obtained from various sources like DBpedia [4], Investopedia, Financial Industry Business Ontology (FIBO), …
Hypernym detection
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Web23 mrt. 2024 · In this paper, we propose a system capable of extracting and ranking hypernyms for a given financial term. The system has been trained with financial text corpora obtained from various sources like DBpedia [4], Investopedia, Financial Industry Business Ontology (FIBO), prospectus and so on. Web1 jul. 2024 · 1 July 2024. Computer Science. We present a novel neural model HyperVec to learn hierarchical embeddings for hypernymy detection and directionality. While …
Web3.2. Hypernym Detection For the automatic extraction of Dutch hypernym relations, we combined the lexico-syntactic pattern-based approach and morpho-syntactic analyzer of … Web16 okt. 2024 · Code and data from the NAACL 2024 paper "Robust Cross-lingual Hypernymy Detection using Dependency Context" hypernym hypernymy-detection …
Web18 mei 2024 · 2. hypernym detection, that aims at determining whether a given pair of words has a hypernymy relation. This can be seen as a binary classification problem, … Web19 mrt. 2016 · Abstract. Detecting hypernymy relations is a key task in NLP, which is addressed in the literature using two complementary approaches. Distributional methods, …
Web13 apr. 2024 · Using an evaluation across 3 different datasets for hypernymy detection and 2 different vector spaces, we demonstrate that both of the proposed automatic data …
Hyponymy and hypernymy are semantic relations between a term belonging in a set that is defined by another term and the latter. In other words, the relationship of a subtype (hyponym) and the supertype (also called umbrella term, blanket term, or hypernym). The semantic field of the hyponym is included … Meer weergeven In linguistics, semantics, general semantics, and ontologies, hyponymy (from Ancient Greek ὑπό (hupó) 'under', and ὄνυμα (ónuma) 'name') shows the relationship between a generic term (hypernym) and a specific … Meer weergeven Both hyperonym and hypernym are in use in linguistics. The form hypernym takes the -o- of hyponym as a part of hypo in the same way as in the contrast between hypertension and hypotension. However, etymologically the -o- is part of the Greek stem … Meer weergeven • Snow, Rion; Daniel Jurafsky; Andrew Y. Ng (2004). "Learning syntactic patterns for automatic hypernym discovery" (PDF). Advances in Neural Information Processing Systems. 17. • Hearst, M. (1992). "Automatic acquisition of hyponyms from large text corpora" Meer weergeven Computer science often terms this relationship an "is-a" relationship. For example, the phrase "Red is-a color" can be used to describe the hyponymic relationship … Meer weergeven • Contrast set • Has-a • Genus proximum • Meronymy and holonymy Meer weergeven • Hypernym at Everything2.com Meer weergeven but matelas latex 140x190Web9 jul. 2024 · Exploiting Multiple Sources for Open-domain Hypernym Discovery ↩︎. Learning syntactic patterns for automatic hypernym discovery ↩︎. Supervised … but maybe im wrong crosswordWeb14 dec. 2016 · The fundamental role of hypernymy in NLP has motivated the development of many methods for the automatic identification of this relation, most of which rely on word distribution. We investigate an extensive number of such unsupervised measures, using several distributional semantic models that differ by context type and feature weighting. but mathys telWeb4 jul. 2024 · A novel unsupervised low dimensional embedding method Theoretical and qualitative analysis illustrate that the embedding can intuitively and interpretably preserve inclusion relations among word contexts -Extensive experiments on 11 hypernym detection datasets Method DIH Hypothesis: Hypernym y and hyponyms cdh 未能连接到 host monitorWebDetecting Hypernym/Hyponym in Science and Technology Thesaurus Using Entropy-Based Clustering of Word Vectors. Takahiro Kawamura, Motoki Sekine; and ; Katsuji … cdh 查询 host monitor 时发生内部错误WebAHyDA (Automatic Hypernym Detection with feature Augmentation), a smoothed version of the DIH: given a context feature fthat is salient for a lexical item x, we expect co … but maximum version supported by tidy is 1.18Web31 dec. 2024 · Nowadays neural networks have been actively using to detect hypernym/hyponym word pairs. In this paper, we address the task of noun hypernym … but mathis