Evaluation of spoken language systems: the ATIS domain
HLT '90 Proceedings of the workshop on Speech and Natural Language
Developing an evaluation methodology for spoken language systems
HLT '90 Proceedings of the workshop on Speech and Natural Language
TINA: a natural language system for spoken language applications
Computational Linguistics
An efficient probabilistic context-free parsing algorithm that computes prefix probabilities
Computational Linguistics
An efficient context-free parsing algorithm
Communications of the ACM
A stochastic parts program and noun phrase parser for unrestricted text
ANLC '88 Proceedings of the second conference on Applied natural language processing
Statistical decision-tree models for parsing
ACL '95 Proceedings of the 33rd annual meeting on Association for Computational Linguistics
Hidden understanding models of natural language
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
BBN: description of the PLUM system as used for MUC-5
MUC5 '93 Proceedings of the 5th conference on Message understanding
New York University: description of the Proteus system as used for MUC-5
MUC5 '93 Proceedings of the 5th conference on Message understanding
The estimation of powerful language models from small and large corpora
ICASSP'93 Proceedings of the 1993 IEEE international conference on Acoustics, speech, and signal processing: speech processing - Volume II
Learning for semantic interpretation: scaling up without dumbing down
Learning language in logic
Robustness and Portability Issues in Multilingual Speech Processing
Machine Translation
Automatic labeling of semantic roles
Computational Linguistics
Using Multiple Clause Constructors in Inductive Logic Programming for Semantic Parsing
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Identifying semantic relations in text
Exploring artificial intelligence in the new millennium
Bottom-up relational learning of pattern matching rules for information extraction
The Journal of Machine Learning Research
Talk'n'travel: a conversational system for air travel planning
ANLC '00 Proceedings of the sixth conference on Applied natural language processing
Three generative, lexicalised models for statistical parsing
ACL '98 Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics
Fertility models for statistical natural language understanding
ACL '98 Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics
Spoken dialogue interpretation with the DOP model
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Distributing representation for robust interpretation of dialogue utterances
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
Automatic labeling of semantic roles
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
IEEE Annals of the History of Computing
EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13
Using string-kernels for learning semantic parsers
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Learning for semantic parsing with statistical machine translation
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Constructing conceptual graphs using linguistic resources
TELE-INFO'05 Proceedings of the 4th WSEAS International Conference on Telecommunications and Informatics
A Probabilistic Approach to the Interpretation of Spoken Utterances
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Construction of conceptual graph representation of texts
HLT-SRWS '04 Proceedings of the Student Research Workshop at HLT-NAACL 2004
Learning to understand web site update requests
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Contextual encoding of geospatial data
Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Learning context-dependent mappings from sentences to logical form
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
A statistical semantic parser that integrates syntax and semantics
CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning
Hypothesis generation and maintenance in the interpretation of spoken utterances
AI'07 Proceedings of the 20th Australian joint conference on Advances in artificial intelligence
Inducing probabilistic CCG grammars from logical form with higher-order unification
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
A domain independent natural language interface to databases capable of processing complex queries
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
Bootstrapping semantic parsers from conversations
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Lexical generalization in CCG grammar induction for semantic parsing
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Probabilistic, multi-staged interpretation of spoken utterances
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Contextual semantic processing for a spanish dialogue system using markov logic
MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Prepositions and conjunctions in a natural language interfaces to databases
ISPA'07 Proceedings of the 2007 international conference on Frontiers of High Performance Computing and Networking
Learning dependency-based compositional semantics
Computational Linguistics
Introduction to the special issue on learning semantics
Machine Learning
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We present a natural language interface system which is based entirely on trained statistical models. The system consists of three stages of processing: parsing, semantic interpretation, and discourse. Each of these stages is modeled as a statistical process. The models are fully integrated, resulting in an end-to-end system that maps input utterances into meaning representation frames.