Empirical Methods in Natural Language Generation Data-oriented Methods and Empirical Evaluation /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Krahmer, Emiel (Επιμελητής έκδοσης), Theune, Mariët (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
• Σειρά: Lecture Notes in Computer Science, 5790
• Θέματα: Computer science.; Database management.; Data mining.; Information storage and retrieval.; Artificial intelligence.; Computational linguistics.; Computer Science.; Language Translation and Linguistics.; Artificial Intelligence (incl. Robotics).; Information Storage and Retrieval.; Information Systems Applications (incl. Internet).; Database Management.; Data Mining and Knowledge Discovery.

Natural language generation (NLG) is a subfield of natural language processing (NLP) that is often characterized as the study of automatically converting non-linguistic representations (e.g., from databases or other knowledge sources) into coherent natural language text. In recent years the field ha...

Πίνακας περιεχομένων:

• Text-to-Text Generation
• Probabilistic Approaches for Modeling Text Structure and Their Application to Text-to-Text Generation
• Spanning Tree Approaches for Statistical Sentence Generation
• On the Limits of Sentence Compression by Deletion
• NLG in Interaction
• Learning Adaptive Referring Expression Generation Policies for Spoken Dialogue Systems
• Modelling and Evaluation of Lexical and Syntactic Alignment with a Priming-Based Microplanner
• Natural Language Generation as Planning under Uncertainty for Spoken Dialogue Systems
• Referring Expression Generation
• Generating Approximate Geographic Descriptions
• A Flexible Approach to Class-Based Ordering of Prenominal Modifiers
• Attribute-Centric Referring Expression Generation
• Evaluation of NLG
• Assessing the Trade-Off between System Building Cost and Output Quality in Data-to-Text Generation
• Human Evaluation of a German Surface Realisation Ranker
• Structural Features for Predicting the Linguistic Quality of Text
• Towards Empirical Evaluation of Affective Tactical NLG
• Shared Task Challenges for NLG
• Introducing Shared Tasks to NLG: The TUNA Shared Task Evaluation Challenges
• Generating Referring Expressions in Context: The GREC Task Evaluation Challenges
• The First Challenge on Generating Instructions in Virtual Environments.