Bayesian reasoning in an abductive mechanism for argument generation and analysis
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Using Natural-Language Processing to Produce Weather Forecasts
IEEE Expert: Intelligent Systems and Their Applications
An Efficient Boosting Algorithm for Combining Preferences
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
Trainable methods for surface natural language generation
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
ANLC '92 Proceedings of the third conference on Applied natural language processing
Customizable descriptions of object-oriented models
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
Exploiting a probabilistic hierarchical model for generation
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
Evaluating a trainable sentence planner for a spoken dialogue system
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
SPoT: a trainable sentence planner
NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies
Corpus-based lexical choice in natural language generation
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
Stochastic language generation for spoken dialogue systems
ANLP/NAACL-ConvSyst '00 Proceedings of the 2000 ANLP/NAACL Workshop on Conversational systems - Volume 3
Evaluation metrics for generation
INLG '00 Proceedings of the first international conference on Natural language generation - Volume 14
A strategy for generating evaluative arguments
INLG '00 Proceedings of the first international conference on Natural language generation - Volume 14
A flexible approach to natural language generation for disabled children
COLING ACL '06 Proceedings of the 21st International Conference on computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop
Evaluating automatic extraction of rules for sentence plan construction
SIGDIAL '09 Proceedings of the SIGDIAL 2009 Conference: The 10th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Utilizing review summarization in a spoken recommendation system
SIGDIAL '10 Proceedings of the 11th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Data-driven response generation in social media
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Collaborative health care plan support
Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems
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Recent advances in Automatic Speech Recognition technology have put the goal of naturally sounding dialog systems within reach. However, the improved speech recognition has brought to light a new problem: as dialog systems understand more of what the user tells them, they need to be more sophisticated at responding to the user. The issue of system response to users has been extensively studied by the natural language generation community, though rarely in the context of dialog systems. We show how research in generation can be adapted to dialog systems, and how the high cost of hand-crafting knowledge-based generation systems can be overcome by employing machine learning techniques.