TINA: a natural language system for spoken language applications
Computational Linguistics
JANUS-III: Speech-to-Speech Translation in Multiple Languages
ICASSP '97 Proceedings of the 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '97) -Volume 1 - Volume 1
Adaptive parsing: self-extending natural language interfaces
Adaptive parsing: self-extending natural language interfaces
Linguistic knowledge acquisition from parsing failures
EACL '93 Proceedings of the sixth conference on European chapter of the Association for Computational Linguistics
Hidden understanding models of natural language
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
IEEE Transactions on Knowledge and Data Engineering
Smart Sight: A Tourist Assistant System
ISWC '99 Proceedings of the 3rd IEEE International Symposium on Wearable Computers
Rapid prototyping for spoken dialogue systems
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Soup: a parser for real-world spontaneous speech
New developments in parsing technology
Ambiguity detection in multimodal systems
AVI '08 Proceedings of the working conference on Advanced visual interfaces
Tailoring the Interpretation of Spatial Utterances for Playing a Board Game
AIMSA '08 Proceedings of the 13th international conference on Artificial Intelligence: Methodology, Systems, and Applications
Computer-supported human-human multilingual communication
50 years of artificial intelligence
Capturing Common Knowledge about Tasks: Intelligent Assistance for To-Do Lists
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Common Sense for Interactive Systems
An integrated development environment for spoken dialogue systems
Proceedings of the COLING-2000 Workshop on Using Toolsets and Architectures To Build NLP Systems
Semantic separator learning and its applications in unsupervised Chinese text parsing
Frontiers of Computer Science: Selected Publications from Chinese Universities
Hi-index | 0.00 |
A critical path in the development of natural language understanding (NLU) modules lies in the difficulty of defining a mapping from words to semantics: Usually it takes in the order of years of highly-skilled labor to develop a semantic mapping, e.g., in the form of a semantic grammar, that is comprehensive enough for a given domain. Yet, due to the very nature of human language, such mapping invariably fail to achieve full coverage on unseen data. Acknowledging the impossibility of stating a priori all the surface forms by which a concept can be expressed, we present GSG: an empathic computer system for the rapid deployment of NLU front-ends and their dynamic customization by non-expert end-users. Given a new domain for which an NLU front-end is to be developed, two stages are involved. In the authoring stage, GSG aids the developer in the construction of a simple domain model and a kernel analysis grammar. Then, in the run-time stage, GSG provides the end-user with an interactive environment in which the kernel grammar is dynamically extended. Three learning methods are employed in the acquisition of semantic mappings from unseen data: (i) parser predictions, (ii) hidden understanding model, and (iii) end-user paraphrases. A baseline version of GSG has been implemented and preliminary experiments show promising results.