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Current Approaches and Applications in Natural Language Processing
| Current Approaches and Applications in Natural Language Processing |
| Autore | Montejo-Ráez Arturo |
| Descrizione fisica | 1 online resource (476 p.) |
| Soggetto topico |
History of engineering & technology
Technology: general issues |
| Soggetto non controllato |
abstractive summarization
Arabic attention mechanism attention model automatic classification automatic hate speech detection Bert BERT model cause-effect relation clinical text conceptual modeling concreteness conditional random field conversational AI curriculum learning data privacy deception deep learning deep neural networks DISC model discourse analysis discriminant function analysis distributional semantics document representation dual multi-head attention dual-stacked output electronic health records entity embedding entity linking fake news detection fastText feature fusion federated learning fine-grained named entity recognition fine-tuning geospatial data technology and application global model information retrieval intent detection inter-information relationship k-stacked feature fusion knowledge graph language marker language model Latin American Spanish language models LIME linguistic corpus linguistic cues LIWC machine learning machine learning classifiers machine reading comprehension machine translation mental disorder monolingual models mT5 multi-lingual transformer model multi-modal dataset multi-modal language model multilingual models multilingual pre-trained language model multinomial naive bayes multisource feature extraction n/a named entity recognition named-entity recognition natural language processing neural machine translation neural networks personality recognition pre-trained model predictive model pretrained language model problem-solution pattern quality estimation query expansion query generation question answering question difficult estimation recurrent neural networks relationship extraction relevance feedback retrieval-based question answering RobBERT semantic analysis sentiment analysis slot filling social media spaCy stance detection statistical analysis task-oriented dialogue systems text analysis text classification topic modeling transfer learning transformer transformer models transitive closure trend analysis unbalanced data problem universal representation Wikimedia Commons WMT word co-occurrence word embeddings |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910595079903321 |
Montejo-Ráez Arturo
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| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Natural Language Processing: Emerging Neural Approaches and Applications
| Natural Language Processing: Emerging Neural Approaches and Applications |
| Autore | Esposito Massimo |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (544 p.) |
| Soggetto topico |
Computer science
Information technology industries |
| Soggetto non controllato |
adversarial attack
adversarial example antonymy detection attention mechanism attention model BERT BERT word embedding bidirectional long short-term memory (bidirectional LSTM) bidirectional LSTM CRF bidirectional RNN bilingual translation BM25 Cantonese causal encoder chief complaint classification clinical named entity recognition cloze test CNN dictionary commonsense conditional random field CoNLL context-to-entity attention contextual features conversation knowledge convolutional neural networks convolutional neural networks (CNN) cross-lingual classification deep learning deep learning (DL) deep learning NER deep neural networks delayed combination dialogue context encoding dialogue management disease diagnosis Doc2vec dual pointer network encoder-decoder neural network encodings entity recognition error assessment error probability FAQ classification fixing ontologies information extraction knowledge base Korean dataset Korean syntax language modeling LaTeX decompilation logic error long short-term memory long short-term memory network LSTM machine comprehension medical specialist multi-agent reinforcement learning multi-level word embeddings multi-turn chatbot multilingual multilingual transformers multitask model n/a named entity recognition natural language processing Natural Language Processing (NLP) neural architecture search neural language model neural network neural networks news analysis NLP online social networks ontologies OntoNotes open information extraction paraphrase identification partial match polarity primary healthcare programming education protein-protein interactions quality metrics question classification quick fix R-GCNs recurrent neural networks reinforce learning relation extraction reward shaping rule-based rumor detection sememe prediction sememes sentence completion sentence retrieval sentiment analysis sentiment classification sequence similarity speech-to-text spoken natural language structural information text classification text mining text normalization text summary TF−ISF tourism big data toxic comments transfer learning user simulation virtual medical assistant WGAN-based response generation word embedding word embeddings word ordering word representation learning word to vector word2vec XGA model zero-shot learning |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Natural Language Processing |
| Record Nr. | UNINA-9910566478103321 |
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Esposito Massimo
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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