06111nam 2201909z- 450 991056647810332120220506(CKB)5680000000037599(oapen)https://directory.doabooks.org/handle/20.500.12854/81187(oapen)doab81187(EXLCZ)99568000000003759920202205d2022 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierNatural Language Processing: Emerging Neural Approaches and ApplicationsBaselMDPI - Multidisciplinary Digital Publishing Institute20221 online 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 ProcessingComputer sciencebicsscInformation technology industriesbicsscadversarial attackadversarial exampleantonymy detectionattention mechanismattention modelBERTBERT word embeddingbidirectional long short-term memory (bidirectional LSTM)bidirectional LSTM CRFbidirectional RNNbilingual translationBM25Cantonesecausal encoderchief complaintclassificationclinical named entity recognitioncloze testCNN dictionarycommonsenseconditional random fieldCoNLLcontext-to-entity attentioncontextual featuresconversation knowledgeconvolutional neural networksconvolutional neural networks (CNN)cross-lingual classificationdeep learningdeep learning (DL)deep learning NERdeep neural networksdelayed combinationdialogue context encodingdialogue managementdisease diagnosisDoc2vecdual pointer networkencoder-decoder neural networkencodingsentity recognitionerror assessmenterror probabilityFAQ classificationfixing ontologiesinformation extractionknowledge baseKorean datasetKorean syntaxlanguage modelingLaTeX decompilationlogic errorlong short-term memorylong short-term memory networkLSTMmachine comprehensionmedical specialistmulti-agent reinforcement learningmulti-level word embeddingsmulti-turn chatbotmultilingualmultilingual transformersmultitask modeln/anamed entity recognitionnatural language processingNatural Language Processing (NLP)neural architecture searchneural language modelneural networkneural networksnews analysisNLPonline social networksontologiesOntoNotesopen information extractionparaphrase identificationpartial matchpolarityprimary healthcareprogramming educationprotein-protein interactionsquality metricsquestion classificationquick fixR-GCNsrecurrent neural networksreinforce learningrelation extractionreward shapingrule-basedrumor detectionsememe predictionsememessentence completionsentence retrievalsentiment analysissentiment classificationsequence similarityspeech-to-textspoken natural languagestructural informationtext classificationtext miningtext normalizationtext summaryTF−ISFtourism big datatoxic commentstransfer learninguser simulationvirtual medical assistantWGAN-based response generationword embeddingword embeddingsword orderingword representation learningword to vectorword2vecXGA modelzero-shot learningComputer scienceInformation technology industriesEsposito Massimoedt540963Masala Giovanni LucaedtMinutolo AnielloedtPota MarcoedtEsposito MassimoothMasala Giovanni LucaothMinutolo AnielloothPota MarcoothBOOK9910566478103321Natural Language Processing: Emerging Neural Approaches and Applications3029469UNINA