The illustration of the character embedding model.
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posted on 2025-03-26, 17:41 authored by Noor E. Hafsa, Hadeel Mohammed Alzoubi, Atikah Saeed AlmutlqThe illustration of the character embedding model.
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specific entities obtainedlaw enforcement agenciesindependent test setconditional random fieldcontextual bert modelsrelated named entitiesgathering pertinent information91 %, accuracycontextual word embeddingseffective disaster management92 %, recallcrf contextual embeddingsrelated information92 %,87 %,utilizing generalsentence levelreliable datarelevant ontologiesproposed modelpivotal rolemodel outperformsmade criseslexicon featuresincluding finefacilitating postextensive evaluationencoded usingdisseminating crisisconcerned organizationscarefully annotatedautomatic extractionattentive bilstmannotated dataset14 crisis000 tokens
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