Fluency in natural language reports
Natural language generation systems
Readings in speech recognition
Readings in speech recognition
Using argumentation to control lexical choice: a functional unification implementation
Using argumentation to control lexical choice: a functional unification implementation
Building a large-scale knowledge base for machine translation
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
Automated postediting of documents
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
Word sense disambiguation using a second language monolingual corpus
Computational Linguistics
Revision-based generation of natural language summaries providing historical background: corpus-based analysis, design, implementation and evaluation
The Linguistic Basis of Text Generation
The Linguistic Basis of Text Generation
Language and Spatial Cognition
Language and Spatial Cognition
Controlling Content Realization with Functional Unification Grammars
Proceedings of the 6th International Workshop on Natural Language Generation: Aspects of Automated Natural Language Generation
Responding intelligently to unparsable inputs
Computational Linguistics
The mathematics of statistical machine translation: parameter estimation
Computational Linguistics - Special issue on using large corpora: II
An integrated heuristic scheme for partial parse evaluation
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
A construction-specific approach to focused interaction in flexible parsing
ACL '81 Proceedings of the 19th annual meeting on Association for Computational Linguistics
Default handling in incremental generation
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 1
The N-Best algorithm: an efficient procedure for finding top N sentence hypotheses
HLT '89 Proceedings of the workshop on Speech and Natural Language
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Filling knowledge gaps in a broad coverage machine translation system
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Improving Translation Quality by Manipulating Sentence Length
AMTA '98 Proceedings of the Third Conference of the Association for Machine Translation in the Americas on Machine Translation and the Information Soup
Making Semantic Interpretation Parser-Independent
AMTA '98 Proceedings of the Third Conference of the Association for Machine Translation in the Americas on Machine Translation and the Information Soup
A Thematic Hierarchy for Efficient Generation from Lexical-Conceptual Structure
AMTA '98 Proceedings of the Third Conference of the Association for Machine Translation in the Americas on Machine Translation and the Information Soup
AMTA '02 Proceedings of the 5th Conference of the Association for Machine Translation in the Americas on Machine Translation: From Research to Real Users
An augmented template-based approach to text realization
Natural Language Engineering
Forest-based statistical sentence generation
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Hybrid Natural Language Generation from Lexical Conceptual Structures
Machine Translation
Determinants of adjective-noun plausibility
EACL '99 Proceedings of the ninth conference on European chapter of the Association for Computational Linguistics
Generation that exploits corpus-based statistical knowledge
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Generation of paraphrases from ambiguous logical forms
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 2
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Fluency and completeness in instance-based natural language generation
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Towards automatic generation of natural language generation systems
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Empirically estimating order constraints for content planning in generation
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
Web-based models for natural language processing
ACM Transactions on Speech and Language Processing (TSLP)
Sentence Fusion for Multidocument News Summarization
Computational Linguistics
Corpus-based methods in natural language generation: friend or foe?
EWNLG '01 Proceedings of the 8th European workshop on Natural Language Generation - Volume 8
Reusing a statistical language model for generation
EWNLG '01 Proceedings of the 8th European workshop on Natural Language Generation - Volume 8
Enriching partially-specified representations for text realization using an attribute grammar
INLG '00 Proceedings of the first international conference on Natural language generation - Volume 14
Generation of word graphs in statistical machine translation
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Towards developing generation algorithms for text-to-text applications
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Modeling local coherence: An entity-based approach
Computational Linguistics
Journal of Artificial Intelligence Research
Designing an extensible API for integrating language modeling and realization
Software '05 Proceedings of the Workshop on Software
Scaling high-order character language models to gigabytes
Software '05 Proceedings of the Workshop on Software
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Filling knowledge gaps in a broad coverage machine translation system
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Learning to tell tales: a data-driven approach to story generation
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 1 - Volume 1
Instance-based natural language generation
Natural Language Engineering
Plot induction and evolutionary search for story generation
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Training a multilingual sportscaster: using perceptual context to learn language
Journal of Artificial Intelligence Research
Sentence correction incorporating relative position and parse template language models
IEEE Transactions on Audio, Speech, and Language Processing
Extracting parallel fragments from comparable corpora for data-to-text generation
INLG '10 Proceedings of the 6th International Natural Language Generation Conference
Broad coverage multilingual deep sentence generation with a stochastic multi-level realizer
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Generating tailored, comparative descriptions with contextually appropriate intonation
Computational Linguistics
Data-driven response generation in social media
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Towards a surface realization-oriented corpus annotation
INLG '12 Proceedings of the Seventh International Natural Language Generation Conference
Sentence fusion for multidocument news summarization
Computational Linguistics
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Large-scale natural language generation requires the integration of vast amounts of knowledge: lexical, grammatical, and conceptual. A robust generator must be able to operate well even when pieces of knowledge are missing. It must also be robust against incomplete or inaccurate inputs. To attack these problems, we have built a hybrid generator, in which gaps in symbolic knowledge are filled by statistical methods. We describe algorithms and show experimental results. We also discuss how the hybrid generation model can be used to simplify current generators and enhance their portability, even when perfect knowledge is in principle obtainable.