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A Practical Guide to Hybrid Natural Language Processing [[electronic resource] ] : Combining Neural Models and Knowledge Graphs for NLP / / by Jose Manuel Gomez-Perez, Ronald Denaux, Andres Garcia-Silva
| A Practical Guide to Hybrid Natural Language Processing [[electronic resource] ] : Combining Neural Models and Knowledge Graphs for NLP / / by Jose Manuel Gomez-Perez, Ronald Denaux, Andres Garcia-Silva |
| Autore | Gomez-Perez Jose Manuel |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (281 pages) |
| Disciplina | 006.35 |
| Soggetto topico |
Artificial intelligence
Application software Natural language processing (Computer science) Artificial Intelligence Information Systems Applications (incl. Internet) Natural Language Processing (NLP) |
| ISBN | 3-030-44830-4 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I: Preliminaries and Building Blocks -- Hybrid Natural Language Processing: An Introduction -- Word, Sense, and Graph Embeddings -- UnderstandingWord Embeddings and Language Models -- Capturing Meaning from Text asWord Embeddings -- Capturing Knowledge Graph Embeddings -- Part II: Combining Neural Architectures and Knowledge Graphs -- Building Hybrid Representations from Text Corpora, Knowledge Graphs, and Language Models -- Quality Evaluation -- Capturing Lexical, Grammatical, and Semantic Information with Vecsigrafo -- Aligning Embedding Spaces and Applications for Knowledge Graphs -- Part III: Applications -- A Hybrid Approach to Disinformation Analysis -- Jointly Learning Text and Visual Information in the Scientific Domain -- Looking into the Future of Natural Language Processing. |
| Record Nr. | UNISA-996465343203316 |
Gomez-Perez Jose Manuel
|
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
A Practical Guide to Hybrid Natural Language Processing : Combining Neural Models and Knowledge Graphs for NLP / / by Jose Manuel Gomez-Perez, Ronald Denaux, Andres Garcia-Silva
| A Practical Guide to Hybrid Natural Language Processing : Combining Neural Models and Knowledge Graphs for NLP / / by Jose Manuel Gomez-Perez, Ronald Denaux, Andres Garcia-Silva |
| Autore | Gomez-Perez Jose Manuel |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (281 pages) |
| Disciplina | 006.35 |
| Soggetto topico |
Artificial intelligence
Application software Natural language processing (Computer science) Artificial Intelligence Information Systems Applications (incl. Internet) Natural Language Processing (NLP) |
| ISBN | 3-030-44830-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I: Preliminaries and Building Blocks -- Hybrid Natural Language Processing: An Introduction -- Word, Sense, and Graph Embeddings -- UnderstandingWord Embeddings and Language Models -- Capturing Meaning from Text asWord Embeddings -- Capturing Knowledge Graph Embeddings -- Part II: Combining Neural Architectures and Knowledge Graphs -- Building Hybrid Representations from Text Corpora, Knowledge Graphs, and Language Models -- Quality Evaluation -- Capturing Lexical, Grammatical, and Semantic Information with Vecsigrafo -- Aligning Embedding Spaces and Applications for Knowledge Graphs -- Part III: Applications -- A Hybrid Approach to Disinformation Analysis -- Jointly Learning Text and Visual Information in the Scientific Domain -- Looking into the Future of Natural Language Processing. |
| Record Nr. | UNINA-9910410034803321 |
|
Gomez-Perez Jose Manuel
|
||
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||