2019
Evaluation of Five Sentence Similarity Models on Electronic Medical Records
Chen Q, Du J, Kim S, Wilbur W, Lu Z. Evaluation of Five Sentence Similarity Models on Electronic Medical Records. 2019, 533-533. DOI: 10.1145/3307339.3343239.Peer-Reviewed Original ResearchSentence similarity modelSimilarity modelLarge biomedical corporaLarge public datasetsTraditional machineClinical domainsBiomedical corporaText summarizationBidirectional transformersPublic datasetsSemantic similaritySmall datasetsSentence similarityDataset consistingSentence pairsDatasetElectronic medical recordsPrimary applicationCNNSummarizationBERTVital roleMachineDomainEmbedding
2018
Sentence Similarity Measures Revisited
Chen Q, Kim S, Wilbur W, Lu Z. Sentence Similarity Measures Revisited. 2018, 531-532. DOI: 10.1145/3233547.3233640.Peer-Reviewed Original ResearchSentence similaritySimilarity measureNatural language processingMultiple similarity measuresSentence similarity measureNDCG scoresText summarizationBiomedical domainLanguage processingLarge-scale benchmark setPubMed abstractsComputational biologySemantic measuresBenchmark setExperimental resultsSummarizationSentencesDatasetCrucial componentDocumentsProcessingSimilaritySet