2024
L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models
Ni A, Yin P, Zhao Y, Riddell M, Feng T, Shen R, Yin S, Liu Y, Yavuz S, Xiong C, Joty S, Zhou Y, Radev D, Cohan A, Cohan A. L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models. Transactions Of The Association For Computational Linguistics 2024, 12: 1311-1329. DOI: 10.1162/tacl_a_00705.Peer-Reviewed Original ResearchLanguage modelNatural language inputSemantic parsingHuman evaluationPretraining dataModel architectureModel sizeGeneration capabilityConfidence calibrationLearning paradigmPython programProject websiteTaskCapabilityLanguage inputParsingComprehensive evaluationLanguagePythonArchitectureCodeEvaluationLLMFramework1Learning
2018
Mining protein phosphorylation information from biomedical literature using NLP parsing and Support Vector Machines
Raja K, Natarajan J. Mining protein phosphorylation information from biomedical literature using NLP parsing and Support Vector Machines. Computer Methods And Programs In Biomedicine 2018, 160: 57-64. PMID: 29728247, DOI: 10.1016/j.cmpb.2018.03.022.Peer-Reviewed Original ResearchConceptsPhosphorylation informationCross-corpus evaluationBiomedical literatureSupport vector machineGeneral datasetsSVM classificationBiomedical entitiesF-scoreVector machineTraining datasetCorpus evaluationSub-formsSpecific datasetsPerformance analysisIProLINKTest datasetNLPParsingCross-validation testDatasetPhosphorylated entitiesSVMBiological processesPhosphorylationCorpus
2011
Prosody guides the rapid mapping of auditory word forms onto visual objects in 6-mo-old infants
Shukla M, White KS, Aslin RN. Prosody guides the rapid mapping of auditory word forms onto visual objects in 6-mo-old infants. Proceedings Of The National Academy Of Sciences Of The United States Of America 2011, 108: 6038-6043. PMID: 21444800, PMCID: PMC3076873, DOI: 10.1073/pnas.1017617108.Peer-Reviewed Original ResearchConceptsAuditory word formsProsodic phrase boundariesWord formsPhrase boundariesContinuous speechWord learning processWord-like unitsMore naturalistic conditionsVisual referentsVisual objectsLanguage inputSuccessful learningSpeech inputNative languageNaturalistic conditionsHuman infantsLearner expectationsLearning processSpeechReferential roleLearningParsingComplex contextProsodyExpectations
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