Accountable and Explainable Methods for Complex Reasoning over Text
portes grátis
Accountable and Explainable Methods for Complex Reasoning over Text
Atanasova, Pepa
Springer International Publishing AG
04/2024
199
Mole
9783031515170
15 a 20 dias
Descrição não disponível.
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.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Natural Language Processing;Machine Learning;Reasoning and Diagnostics;Question Answering;Fact Checking;Information Retrieval;Text Classification
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.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
