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| Link zu diesem Datensatz | https://d-nb.info/1325396842 |
| Titel | Accountable and Explainable Methods for Complex Reasoning over Text / by Pepa Atanasova |
| Person(en) | Atanasova, Pepa (Verfasser) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2024 |
| Verlag | Cham : Springer Nature Switzerland, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2024 |
| Umfang/Format | Online-Ressource, XIV, 199 p. 24 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-031-51517-0 Printed edition:: ISBN: 978-3-031-51519-4 |
| Inhalt | 1. Executive Summary -- Part I: Accountability for Complex Reasoning Tasks over Text -- 2. Fact Checking with Insufficient Evidence -- 3. Generating Label Cohesive and Well-Formed Adversarial Claims -- Part II: Explainability for Complex Reasoning Tasks over Text -- 4. Generating Fact Checking Explanations -- 5. Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing -- 6. Multi-Hop Fact Checking of Political Claims -- Part III: Diagnostic Explainability Methods -- 7. A Diagnostic Study of Explainability Techniques for Text Classification -- 8. Diagnostics-Guided Explanation Generation -- 9. Recent Developments on Accountability and Explainability for Complex Reasoning Tasks |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2024040604153054234492 DOI: 10.1007/978-3-031-51518-7 |
| URL | https://doi.org/10.1007/978-3-031-51518-7 |
| ISBN/Einband/Preis | 978-3-031-51518-7 |
| Sprache(n) | Englisch (eng) |
| DDC-Notation | 006.3 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
Treffer 60 von 557
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