author-list (explore)

author-list

Full identifier: https://w3id.org/kpxl/ios/ds/np/RAKoSWE9QmC5hTo4h7jDbKg7zDTp4ZxxnHXC1nI3_iLDI#author-list

Minted in Nanopublication

Article: DWAEF: a deep weighted average ensemble framework harnessing novel indicators for sarcasm detection DataScience ResearchPaper ScholarlyWork comment approve/disapprove edit as derived nanopublication create new with same template

https://doi.org/10.3233/DS-220058

doi:10.3233/DS-220058

http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a http://purl.org/spar/fabio/ResearchPaper

research paper

https://doi.org/10.3233/DS-220058

doi:10.3233/DS-220058

http://purl.org/dc/terms/title has the title (this is a literal)

"DWAEF: a deep weighted average ensemble framework harnessing novel indicators for sarcasm detection"

https://doi.org/10.3233/DS-220058

doi:10.3233/DS-220058

http://purl.org/dc/terms/abstract has the abstract (this is a literal)

"Sarcasm is a linguistic phenomenon often indicating a disparity between literal and inferred meanings. Due to its complexity, it is typically difficult to discern it within an online text message. Consequently, in recent years sarcasm detection has received considerable attention from both academia and industry. Nevertheless, the majority of current approaches simply model low-level indicators of sarcasm in various machine learning algorithms. This paper aims to present sarcasm in a new light by utilizing novel indicators in a deep weighted average ensemble-based framework (DWAEF). The novel indicators pertain to exploiting the presence of simile and metaphor in text and detecting the subtle shift in tone at a sentence’s structural level. A graph neural network (GNN) structure is implemented to detect the presence of simile, bidirectional encoder representations from transformers (BERT) embeddings are exploited to detect metaphorical instances and fuzzy logic is employed to account for the shift of tone. To account for the existence of sarcasm, the DWAEF integrates the inputs from the novel indicators. The performance of the framework is evaluated on a self-curated dataset of online text messages. A comparative report between the results acquired using primitive features and those obtained using a combination of primitive features and proposed indicators is provided. The highest accuracy of 92% was achieved after applying DWAEF, the proposed framework which combines the primitive features and novel indicators together as compared to 78.58% obtained using Support Vector Machine (SVM) which was the lowest among all classifiers."

https://doi.org/10.3233/DS-220058

doi:10.3233/DS-220058

http://purl.org/dc/terms/date has the publication date (this is a literal)

"2023"

https://doi.org/10.3233/DS-220058

doi:10.3233/DS-220058

http://purl.org/dc/terms/isPartOf is part of the journal with ISSN http://id.crossref.org/issn/2451-8492

2451-8492

The journal with ISSN http://id.crossref.org/issn/2451-8492

2451-8492

http://purl.org/dc/terms/title has the title (this is a literal)

"Data Science"

https://doi.org/10.3233/DS-220058

doi:10.3233/DS-220058

http://purl.org/ontology/bibo/volume is in journal volume (this is a literal)

"6"

https://doi.org/10.3233/DS-220058

doi:10.3233/DS-220058

http://purl.org/ontology/bibo/issue is in journal issue (this is a literal)

"1-2"

https://doi.org/10.3233/DS-220058

doi:10.3233/DS-220058

links a thing to a part it includes http://purl.org/dc/terms/hasPart includes https://w3id.org/kpxl/ios/ds/np/RA8iM6IOJK...

RA8iM6IOJK

https://doi.org/10.3233/DS-220058

doi:10.3233/DS-220058

links a thing to a part it includes http://purl.org/dc/terms/hasPart includes https://w3id.org/kpxl/ios/ds/np/RAFQqtRCeu...

RAFQqtRCeu

https://doi.org/10.3233/DS-220058

doi:10.3233/DS-220058

links a thing to a part it includes http://purl.org/dc/terms/hasPart includes https://w3id.org/kpxl/ios/ds/np/RAJmkUsuqw...

RAJmkUsuqw

https://doi.org/10.3233/DS-220058

doi:10.3233/DS-220058

links a thing to a part it includes http://purl.org/dc/terms/hasPart includes https://w3id.org/kpxl/ios/ds/np/RAKN2Y56Dj...

RAKN2Y56Dj

https://doi.org/10.3233/DS-220058

doi:10.3233/DS-220058

links a thing to a part it includes http://purl.org/dc/terms/hasPart includes https://w3id.org/kpxl/ios/ds/np/RAWGGVLXzM...

RAWGGVLXzM

https://doi.org/10.3233/DS-220058

doi:10.3233/DS-220058

links a thing to a part it includes http://purl.org/dc/terms/hasPart includes https://w3id.org/kpxl/ios/ds/np/RAjv7gokQr...

RAjv7gokQr

https://doi.org/10.3233/DS-220058

doi:10.3233/DS-220058

links a thing to a part it includes http://purl.org/dc/terms/hasPart includes https://w3id.org/kpxl/ios/ds/np/RAwzy9MYRt...

RAwzy9MYRt

https://doi.org/10.3233/DS-220058

doi:10.3233/DS-220058

links a thing to a part it includes http://purl.org/dc/terms/hasPart includes https://w3id.org/kpxl/ios/ds/np/RAzTsKIL8A...

RAzTsKIL8A

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm.../author-list This author list This relation links a sequence/list to its element at position 1. http://www.w3.org/1999/02/22-rdf-syntax-ns#_1 has at position 1 https://orcid.org/0000-0002-4472-1681

Richa Sharma

https://orcid.org/0000-0002-4472-1681

Richa Sharma

http://xmlns.com/foaf/0.1/name has the name (this is a literal)

"Richa Sharma"

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm.../author-list__1 This author list This relation links a sequence/list to its element at position 2. http://www.w3.org/1999/02/22-rdf-syntax-ns#_2 has at position 2 https://orcid.org/0000-0002-6785-9691

Simrat Deol

https://orcid.org/0000-0002-6785-9691

Simrat Deol

http://xmlns.com/foaf/0.1/name has the name (this is a literal)

"Simrat Deol"

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm.../author-list__2 This author list This relation links a sequence/list to its element at position 3. http://www.w3.org/1999/02/22-rdf-syntax-ns#_3 has at position 3 https://orcid.org/0000-0003-0636-4000

Udit Kaushish

https://orcid.org/0000-0003-0636-4000

Udit Kaushish

http://xmlns.com/foaf/0.1/name has the name (this is a literal)

"Udit Kaushish"

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm.../author-list__3 This author list This relation links a sequence/list to its element at position 4. http://www.w3.org/1999/02/22-rdf-syntax-ns#_4 has at position 4 https://orcid.org/0000-0002-3340-8112

Prakher Pandey

https://orcid.org/0000-0002-3340-8112

Prakher Pandey

http://xmlns.com/foaf/0.1/name has the name (this is a literal)

"Prakher Pandey"

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm.../author-list__4 This author list This relation links a sequence/list to its element at position 5. http://www.w3.org/1999/02/22-rdf-syntax-ns#_5 has at position 5 https://orcid.org/0000-0002-5169-209X

VISHAL MAURYA

https://orcid.org/0000-0002-5169-209X

VISHAL MAURYA

http://xmlns.com/foaf/0.1/name has the name (this is a literal)

"Vishal Maurya"

https://orcid.org/0000-0002-3340-8112

Prakher Pandey

http://schema.org/email has the email address (this is a literal)

"prakher205723@keshav.du.ac.in"

https://orcid.org/0000-0002-4472-1681

Richa Sharma

http://schema.org/email has the email address (this is a literal)

"richasharma@keshav.du.ac.in"

https://orcid.org/0000-0002-5169-209X

VISHAL MAURYA

http://schema.org/email has the email address (this is a literal)

"vishal205750@keshav.du.ac.in"

https://orcid.org/0000-0002-6785-9691

Simrat Deol

http://schema.org/email has the email address (this is a literal)

"simrat205711@keshav.du.ac.in"

https://orcid.org/0000-0003-0636-4000

Udit Kaushish

http://schema.org/email has the email address (this is a literal)

"udit205805@keshav.du.ac.in"

https://ror.org/04gzb2213

04gzb2213

http://xmlns.com/foaf/0.1/name has the name (this is a literal)

"University of Delhi, India"

https://orcid.org/0000-0002-3340-8112

Prakher Pandey

http://schema.org/affiliation has the affiliation https://ror.org/04gzb2213

04gzb2213

https://orcid.org/0000-0002-4472-1681

Richa Sharma

http://schema.org/affiliation has the affiliation https://ror.org/04gzb2213

04gzb2213

https://orcid.org/0000-0002-5169-209X

VISHAL MAURYA

http://schema.org/affiliation has the affiliation https://ror.org/04gzb2213

04gzb2213

https://orcid.org/0000-0002-6785-9691

Simrat Deol

http://schema.org/affiliation has the affiliation https://ror.org/04gzb2213

04gzb2213

https://orcid.org/0000-0003-0636-4000

Udit Kaushish

http://schema.org/affiliation has the affiliation https://ror.org/04gzb2213

04gzb2213

This is the identifier for the assertion of this nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm.../assertion The assertion above http://www.w3.org/ns/prov#wasAttributedTo is attributed to https://orcid.org/0000-0002-3340-8112

Simrat Deol

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm... This nanopublication http://purl.org/nanopub/x/supersedes supersedes https://w3id.org/kpxl/ios/ds/np/RAVyhHW-EL...

RAVyhHW-EL

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm... This nanopublication http://purl.org/dc/terms/isPartOf is a part of https://doi.org/10.3233/DS-220058

doi:10.3233/DS-220058

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm... This nanopublication http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a https://w3id.org/kpxl/ios/ds/terms/DataScienceNanopub

DataScienceNanopub

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm... This nanopublication http://purl.org/dc/terms/creator is created by https://orcid.org/0000-0002-1267-0234

me (Tobias Kuhn)

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm... This nanopublication http://purl.org/dc/terms/license is published under the license https://creativecommons.org/licenses/by/4.0/

Attribution 4.0 International (CC BY 4.0)

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm... This nanopublication http://purl.org/ontology/bibo/authorList has This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm...#author-list this author list .

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm...#author-list This author list This relation links a sequence/list to its element at position 1. http://www.w3.org/1999/02/22-rdf-syntax-ns#_1 has at position 1 https://orcid.org/0000-0002-4472-1681

Richa Sharma

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm...#author-list This author list This relation links a sequence/list to its element at position 2. http://www.w3.org/1999/02/22-rdf-syntax-ns#_2 has at position 2 https://orcid.org/0000-0002-6785-9691

Simrat Deol

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm...#author-list This author list This relation links a sequence/list to its element at position 3. http://www.w3.org/1999/02/22-rdf-syntax-ns#_3 has at position 3 https://orcid.org/0000-0003-0636-4000

Udit Kaushish

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm...#author-list This author list This relation links a sequence/list to its element at position 4. http://www.w3.org/1999/02/22-rdf-syntax-ns#_4 has at position 4 https://orcid.org/0000-0002-3340-8112

Prakher Pandey

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm...#author-list This author list This relation links a sequence/list to its element at position 5. http://www.w3.org/1999/02/22-rdf-syntax-ns#_5 has at position 5 https://orcid.org/0000-0002-5169-209X

VISHAL MAURYA

https://orcid.org/0000-0002-1267-0234

Tobias Kuhn

http://xmlns.com/foaf/0.1/name has the name (this is a literal)

"Tobias Kuhn"

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm... This nanopublication http://www.w3.org/2000/01/rdf-schema#label has the label (this is a literal)

"Article: DWAEF: a deep weighted average ensemble framework harnessing novel indicators for sarcasm detection"

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm... This nanopublication http://purl.org/nanopub/x/hasNanopubType has the type http://purl.org/spar/fabio/ScholarlyWork

ScholarlyWork

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm... This nanopublication date and time when the nanopublication was created http://purl.org/dc/terms/created was created on (this is a literal)

"2025-04-24T06:16:46.033Z"

(xsd:dateTime) .

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm... This nanopublication links to the assertion template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate was created from the assertion template https://w3id.org/np/RAIDm7hi3C...

RAIDm7hi3C

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm... This nanopublication links to the provenance template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromProvenanceTemplate was created from the provenance template http://purl.org/np/RAi6zZAwha...

RAi6zZAwha

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm... This nanopublication links to the publication info template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate was created from the publication info template http://purl.org/np/RA1Bt6rexA...

RA1Bt6rexA

RA0J4vUn_d

RAIabr2sRV

RA_JdI7pfD

RAoTD7udB2

RAukAcWHRD

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm... This nanopublication the nanopublication consists of an introduction of the given resource http://purl.org/nanopub/x/introduces introduces https://doi.org/10.3233/DS-220058

doi:10.3233/DS-220058

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm.../sig

sig

http://purl.org/nanopub/x/hasSignatureTarget has as target This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm... this nanopublication .

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm.../sig

sig

http://purl.org/nanopub/x/hasAlgorithm has the algorithm (this is a literal)

"RSA"

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm.../sig

sig

http://purl.org/nanopub/x/hasPublicKey has the public key (this is a literal)

"MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCjDGQCS1S+SRnERDuYDXOugdYUP0efEquHJEEHAbU/uLzBVlga89zqrNPCS7fBE6lArBUWEmT8eLKdMapyqvAzI1J3jUWTMhDJF+XFBkUiuiFfNSc4vJJcmi0yujtnuzXsRIG202jyaP4f5ULoskFwaZOSBZJfiE0dsB3D7DTIAQIDAQAB"

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm.../sig

sig

http://purl.org/nanopub/x/hasSignature has the signature (this is a literal)

"PLp2VeFipb1qg1JAkh0qRsQCSzG51sU6/yF6iYDTLqHYUipiKJp6BjCKpltfzU++HI3ZddehC9LAxfpNebq8jvoYr03qIdyB+M22PuYHhxNUJOUTiB1YI/mbof2eLCExnp8q3oUhRZ0OsWekuJpImH4Z/a+gSWze8tfUt3JPSFw="

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm.../sig

sig

http://purl.org/nanopub/x/signedBy is signed by https://orcid.org/0000-0002-1267-0234

Tobias Kuhn

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAKoSWE9Qm... This nanopublication http://purl.org/nanopub/x/wasCreatedAt was created at https://nanodash.petapico.org/

nanodash.petapico.org

Richa Sharma et al. (authors), Tobias Kuhn (creator), 24 Apr 2025, 06:16:46 UTC

References

Nanopublication	Part	Subject	Predicate	Object	Published By	Published On
No Records Found

Raw

TriG(txt), JSON-LD(txt), N-Quads(txt), XML(txt)