06074nam 2201885z- 450 991056647810332120231214133259.0(CKB)5680000000037599(oapen)https://directory.doabooks.org/handle/20.500.12854/81187(EXLCZ)99568000000003759920202205d2022 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierNatural Language Processing: Emerging Neural Approaches and ApplicationsBaselMDPI - Multidisciplinary Digital Publishing Institute20221 electronic resource (544 p.)3-0365-2271-9 3-0365-2272-7 This Special Issue highlights the most recent research being carried out in the NLP field to discuss relative open issues, with a particular focus on both emerging approaches for language learning, understanding, production, and grounding interactively or autonomously from data in cognitive and neural systems, as well as on their potential or real applications in different domains.Natural Language ProcessingInformation technology industriesbicsscComputer sciencebicssctourism big datatext miningNLPdeep learningclinical named entity recognitioninformation extractionmultitask modellong short-term memoryconditional random fieldrelation extractionentity recognitionlong short-term memory networkmulti-turn chatbotdialogue context encodingWGAN-based response generationBERT word embeddingtext summaryreinforce learningFAQ classificationencoder-decoder neural networkmulti-level word embeddingsBERTbidirectional RNNcloze testKorean datasetmachine comprehensionneural language modelsentence completionprimary healthcarechief complaintvirtual medical assistantspoken natural languagedisease diagnosismedical specialistprotein-protein interactionsdeep learning (DL)convolutional neural networks (CNN)bidirectional long short-term memory (bidirectional LSTM)dialogue managementuser simulationreward shapingconversation knowledgemulti-agent reinforcement learninglanguage modelingclassificationerror probabilityerror assessmentlogic errorneural networkLSTMattention mechanismprogramming educationneural architecture searchword orderingKorean syntaxadversarial attackadversarial examplesentiment classificationdual pointer networkcontext-to-entity attentiontext classificationrule-basedword embeddingDoc2vecparaphrase identificationencodingsR-GCNscontextual featuressentence retrievalTF−ISFBM25partial matchsequence similarityword to vectorword embeddingsantonymy detectionpolaritytext normalizationnatural language processingdeep neural networkscausal encoderquestion classificationmultilingualconvolutional neural networksNatural Language Processing (NLP)transfer learningopen information extractionrecurrent neural networksbilingual translationspeech-to-textLaTeX decompilationword representation learningword2vecsememesstructural informationsentiment analysiszero-shot learningnews analysiscross-lingual classificationmultilingual transformersknowledge basecommonsensesememe predictionattention modelontologiesfixing ontologiesquick fixquality metricsonline social networksrumor detectionCantoneseXGA modeldelayed combinationCNN dictionarynamed entity recognitiondeep learning NERbidirectional LSTM CRFCoNLLOntoNotestoxic commentsneural networksInformation technology industriesComputer scienceEsposito Massimoedt540963Masala Giovanni LucaedtMinutolo AnielloedtPota MarcoedtEsposito MassimoothMasala Giovanni LucaothMinutolo AnielloothPota MarcoothBOOK9910566478103321Natural Language Processing: Emerging Neural Approaches and Applications3029469UNINA