10.46243/jst.2018.v3.i06.pp59-67 registered
DISTRIBUTED REPRESENTATIONS OF AWORD: A SURVEY
Resolves to https://www.jst.org.in/index.php/pub/article/view/161
Held by Longman Publishers (India) · prefix 10.46243 live · DOI address https://doi.org/10.46243/jst.2018.v3.i06.pp59-67
Registered 29 Sep 2026 via crossref · record version 2 · last change 29 Sep 2026, 11:59 PM · record sha256 f4023c9570fa12c7…
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What the DOI identifies
JournalArticle — an article in a journal · Digital · Visual · en
DISTRIBUTED REPRESENTATIONS OF AWORD: A SURVEY (PrincipalTitle)
Published 2018-11-21
Part of Journal of Science & Technology · ISSN 2456-5660 · volume 03 · issue 06 · pages 59–67
Agents
- Mr.D.Koteswara Rao (author)
- Mr.T.Rathna Kumar (author)
- Mrs.K. Vineela (author)
- Mrs.B.Rama Jyothi (author)
- Longman Publishers (publisher)
Identifiers DOI 10.46243/jst.2018.v3.i06.pp59-67
Abstract
The continuous Skip-gram model, which was recently presented, is a quick and easy way to build high-quality distributed vector representations that capture a huge number of accurate syntactic and semantic word associations. We provide numerous enhancements in this study that improve the quality of the vectors as well as the training speed. We get a considerable speedup and learn more regular word representations by subsampling the frequent words. We also discuss negative sampling,which is a simple alternative to hierarchical softmax. The indifference to word order and inability to capture idiomatic phrases are two fundamental limitations of word representations. The meanings of "Canada" and "Air," for example, cannot simply be merged to become "Air Canada.
System metadata — ISO 26324:2025, Annex B · DOI Handbook 10.1
Each element by the standard's name (Annex B: reference elements, then administrative) and the Handbook's (in grey), read off the record above.
| Element | Value | In the record |
|---|---|---|
| DOI Name DOI name | 10.46243/jst.2018.v3.i06.pp59-67 | doi |
| Referent Type referentType | Creation | referent |
| Referent Sub-Type referentSubType | JournalArticle — an article in a journal | type |
| Referent Name(s) referentName(s) | DISTRIBUTED REPRESENTATIONS OF AWORD: A SURVEY (PrincipalTitle, en) | titles |
| Basic Metadata basicMetadata | author: Mr.D.Koteswara Rao author: Mr.T.Rathna Kumar author: Mrs.K. Vineela author: Mrs.B.Rama Jyothi publisher: Longman Publishers published: 2018-11-21 part of: Journal of Science & Technology · ISSN 2456-5660 · vol. 03 · no. 06 · pp. 59–67 language: en form: Digital · Visual · Language | agents, dates, container, language, structural_type, modes, characters |
| Referent Identifier(s) alternateIdentifier(s) | none besides the DOI | identifiers, relations (IsSameAs) |
| Registration Authority registrationAuthorityCode | Crossref — issued by Crossref (member 25296); held here as a copy | record.source_agency (our code, ra_doi_name, for names issued here once appointed) |
| Created Date issueDate | 2026-09-07 | record.registered (when the DOI name was first registered) |
| relatedIdentifiers | none needed — the descriptive metadata is in this record | container, relations (only where the descriptive metadata lives at another identifier) |
complete Every System Metadata element is here, with the basic metadata a journal article needs.
The System Metadata Declaration (JSON) · the Kernel Metadata Declaration (XML) · what each sub-type needs
History — the ledger
Every change to this DOI, in order, as it was recorded. Entries are only ever added, never changed or removed.
| # | When | What | By | Changes |
|---|---|---|---|---|
| 1 | 29 Sep 2026, 10:00 PM | register registered at Crossref; record read from api.crossref.org | Administrator (admin) | 109 fields set · sha256 8f8febc7921a… |
| 2 | 29 Sep 2026, 11:59 PM | update record re-read from api.crossref.org | Administrator (admin) | container.titles.0.value: |
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