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Full identifier: https://w3id.org/np/RAraVE1JEVFVCX26Xr4ogWaK5MU_SKiv0giUvO5IvLtm0#run

Assigned to 1 class:

Minted in Nanopublication

 Result of Machine Learning run: Low-Resource to Low-Resource: Hate Speech Detection in Tai-Kadai Languages Run comment approve/disapprove edit as derived nanopublication create new with same template

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAraVE1JEV...#run
run
connects a thing (left) to a class it belongs to (right) http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a Run is an execution of an implementation on a machine (computer). It is limited in time (has a start and end point), can be successful or failed. http://www.w3.org/ns/mls#Run run of a Machine Learning experiment .
This is a local identifier minted within the nanopublication. https://w3id.org/np/RAraVE1JEV...#run
run
connects a thing (left) to its human-readable label (right) http://www.w3.org/2000/01/rdf-schema#label has the label (this is a literal)
"Low-Resource to Low-Resource: Hate Speech Detection in Tai-Kadai Languages"
.
This is a local identifier minted within the nanopublication. https://w3id.org/np/RAraVE1JEV...#run
run
A relation between a run and an algorithm, where the run executes an implementation of the algorithm. http://www.w3.org/ns/mls#realizes executes an implementation of the algorithm http://www.wikidata.org/entity/Q52276293
MBERT: a basic program to alleviate experimenter effect in biofeedback research
.
This is a local identifier minted within the nanopublication. https://w3id.org/np/RAraVE1JEV...#run
run
A relation between a run and a task, where the run achieves specifications formulated by the task. http://www.w3.org/ns/mls#achieves performs the task http://purl.obolibrary.org/obo/GSSO_005411
online hate speech
.
This is a local identifier minted within the nanopublication. https://w3id.org/np/RAraVE1JEV...#run
run
A relation between a run and data that is taken as input to the run. http://www.w3.org/ns/mls#hasInput uses as input This is a local identifier minted within the nanopublication. https://w3id.org/np/RAraVE1JEV...#pythainlp/wisesight_sentiment
pythainlp/wisesight_sentiment
.
This is a local identifier minted within the nanopublication. https://w3id.org/np/RAraVE1JEV...#pythainlp/wisesight_sentiment
pythainlp/wisesight_sentiment
connects a thing (left) to its human-readable label (right) http://www.w3.org/2000/01/rdf-schema#label has the label (this is a literal)
"wisesight_sentiment"
.
This is a local identifier minted within the nanopublication. https://w3id.org/np/RAraVE1JEV...#run
run
A relation between a run and either a model or model evaluation that is produced on it's output. http://www.w3.org/ns/mls#hasOutput has as output This is a local identifier minted within the nanopublication. https://w3id.org/np/RAraVE1JEV...#evaluation an evaluation .
This is a local identifier minted within the nanopublication. https://w3id.org/np/RAraVE1JEV...#evaluation The evaluation A relation between an entity and the information content entity that specifies it. http://www.w3.org/ns/mls#specifiedBy measures http://purl.obolibrary.org/obo/STATO_0000415
accuracy
.
This is a local identifier minted within the nanopublication. https://w3id.org/np/RAraVE1JEV...#evaluation The evaluation assigns a numerical value denoting the measured result of an evaluation http://www.w3.org/ns/mls#hasValue has the result value (this is a literal)
"0.97"
.
This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAraVE1JEV...#assertion The assertion above http://www.w3.org/ns/prov#wasGeneratedBy was generated by This is a local identifier minted within the nanopublication. https://w3id.org/np/RAraVE1JEV...#research-activity a research activity .
This is a local identifier minted within the nanopublication. https://w3id.org/np/RAraVE1JEV...#research-activity The research activity http://purl.org/dc/terms/description is described in This is a local identifier minted within the nanopublication. https://w3id.org/np/RAraVE1JEV...#document a document .
This is the identifier for this whole nanopublication. https://w3id.org/np/RAraVE1JEV... This nanopublication http://purl.org/ontology/bibo/authorList has This is a local identifier minted within the nanopublication. https://w3id.org/np/RAraVE1JEV...#author-list this author list .
This is a local identifier minted within the nanopublication. https://w3id.org/np/RAraVE1JEV...#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/0009-0001-0190-2167
0009-0001-0190-2167
.
This is the identifier for this whole nanopublication. https://w3id.org/np/RAraVE1JEV... This nanopublication date and time when the nanopublication was created http://purl.org/dc/terms/created was created on (this is a literal)
"2025-03-27T14:31:19.753Z"
(xsd:dateTime) .
This is the identifier for this whole nanopublication. https://w3id.org/np/RAraVE1JEV... 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 http://purl.org/np/RA4hvXIHbS...
RA4hvXIHbS
.
This is the identifier for this whole nanopublication. https://w3id.org/np/RAraVE1JEV... 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/RA4LGtuOqT...
RA4LGtuOqT
.
This is the identifier for this whole nanopublication. https://w3id.org/np/RAraVE1JEV... 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 https://w3id.org/np/RA0J4vUn_d...
RA0J4vUn_d
.
This is the identifier for this whole nanopublication. https://w3id.org/np/RAraVE1JEV... 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 https://w3id.org/np/RA16U9Wo30...
RA16U9Wo30
.
This is the identifier for this whole nanopublication. https://w3id.org/np/RAraVE1JEV... 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 https://w3id.org/np/RAukAcWHRD...
RAukAcWHRD
.
This is the identifier for this whole nanopublication. https://w3id.org/np/RAraVE1JEV... This nanopublication the nanopublication consists of an introduction of the given resource http://purl.org/nanopub/x/introduces introduces This is a local identifier minted within the nanopublication. https://w3id.org/np/RAraVE1JEV...#run
run
.
This is a local identifier minted within the nanopublication. https://w3id.org/np/RAraVE1JEV...#sig
sig
http://purl.org/nanopub/x/hasSignatureTarget has as target This is the identifier for this whole nanopublication. https://w3id.org/np/RAraVE1JEV... this nanopublication .
This is a local identifier minted within the nanopublication. https://w3id.org/np/RAraVE1JEV...#sig
sig
http://purl.org/nanopub/x/hasAlgorithm has the algorithm (this is a literal)
"RSA"
.

0009-0001-0190-2167 (author), 0009-0001-0190-2167 (creator), 27 Mar 2025, 14:31:19 UTC

References

Nanopublication Part Subject Predicate Object Published By Published On
links a nanopublication to its assertion http://www.nanopub.org/nschema#hasAssertion assertion
run
(unknown)
2025-03-27T14:31:19.753Z
links a nanopublication to its assertion http://www.nanopub.org/nschema#hasAssertion assertion
run
Low-Resource to Low-Resource: Hate Speech Detection in Tai-Kadai Languages
(unknown)
2025-03-27T14:31:19.753Z
links a nanopublication to its assertion http://www.nanopub.org/nschema#hasAssertion assertion
run
This experiment evaluates a weakly supervised, meta-learning model trained on Thai for hate speech detection and adapted to Lao and Shan using few-shot learning. The model uses linguistically informed embedding alignment (LIEA) and Proto-MAML to support cross-lingual transfer between low-resource languages in the Tai-Kadai language family.
(unknown)
2025-03-27T14:31:19.753Z
links a nanopublication to its assertion http://www.nanopub.org/nschema#hasAssertion assertion
run
(unknown)
2025-03-27T14:31:19.753Z
links a nanopublication to its assertion http://www.nanopub.org/nschema#hasAssertion assertion
run
(unknown)
2025-03-27T14:31:19.753Z
links a nanopublication to its assertion http://www.nanopub.org/nschema#hasAssertion assertion
run
(unknown)
2025-03-27T14:31:19.753Z
links a nanopublication to its assertion http://www.nanopub.org/nschema#hasAssertion assertion
run
(unknown)
2025-03-27T14:31:19.753Z
links a nanopublication to its pubinfo http://www.nanopub.org/nschema#hasPublicationInfo pubinfo
run
(unknown)
2025-03-27T14:31:19.753Z

Raw

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