@prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix rdf: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix ns1: . sub:Head { this: np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo; a np:Nanopublication . } sub:assertion { sub:evaluation "0.97"; . rdfs:label "wisesight_sentiment" . sub:run dct:description "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."; a ; rdfs:label "Low-Resource to Low-Resource: Hate Speech Detection in Tai-Kadai Languages"; ; ; sub:evaluation; . } sub:provenance { sub:assertion prov:wasGeneratedBy sub:research-activity . sub:document a . sub:research-activity dct:description sub:document . } sub:pubinfo { nt:hasLabelFromApi "online hate speech - Hate speech which takes place online (e.g. the internet, social media platforms)." . nt:hasLabelFromApi "MBERT: a basic program to alleviate experimenter effect in biofeedback research - scientific article published in February 1984" . sub:author-list rdf:_1 orcid:0009-0001-0190-2167 . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCiDv+vPi0Y1FK+qLx59LUX5RSUhyDHc3ixezwkZ71vKceMJnz2mC4wJ1Zm4oXrAWYxZjnq1BUyouSo11ihoK9vLHPV/D1R/ooI23A+Zqpsy/RW8Li/4n7jHJ4EEviHAg+6bVXN8CAZ/4F8k80tJUHqVZGulkUP/L/2B0MMX96EZQIDAQAB"; npx:hasSignature "h687n6gDqaFJrE6ucul8MzkeF9Qz/QJi2QD/rWM6cgYFs9avCGRHwieNWIehrJ3WxvfoeJIo6nzkF0n+DAbkCN5r8fUkgBiskBP4hEq8Bp00ElcogTf+9/pCZoSLE7iYwmWm5dvqPJVx3zVmQVV3TEziIRfLF01G1EzNHoNRZqQ="; npx:hasSignatureTarget this:; npx:signedBy orcid:0009-0001-0190-2167 . this: dct:created "2025-03-27T14:31:19.753Z"^^xsd:dateTime; dct:creator orcid:0009-0001-0190-2167; dct:license ; npx:introduces sub:run; npx:wasCreatedAt ; sub:author-list; rdfs:label "Result of Machine Learning run: Low-Resource to Low-Resource: Hate Speech Detection in Tai-Kadai Languages"; nt:wasCreatedFromProvenanceTemplate ns1:RA4LGtuOqTIMqVAkjnfBXk1YDcAPNadP5CGiaJiBkdHCQ; nt:wasCreatedFromPubinfoTemplate , , ; nt:wasCreatedFromTemplate ns1:RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8 . }