Estimating lexical priors for low-frequency morphologically ambiguous forms
Computational Linguistics
Stochastic attribute-value grammars
Computational Linguistics
Forest-based statistical sentence generation
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Trainable methods for surface natural language generation
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
ACL '96 Proceedings of the 34th annual meeting on Association for Computational Linguistics
Exploiting a probabilistic hierarchical model for generation
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
LFG generation produces context-free languages
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
BLEU: a method for automatic evaluation of machine translation
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
The Penn Treebank: annotating predicate argument structure
HLT '94 Proceedings of the workshop on Human Language Technology
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Evaluating coverage for large symbolic NLG grammars
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Probabilistic models for disambiguation of an HPSG-based chart generator
Parsing '05 Proceedings of the Ninth International Workshop on Parsing Technology
High efficiency realization for a wide-coverage unification grammar
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Dependency-based n-gram models for general purpose sentence realisation
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Stochastic realisation ranking for a free word order language
ENLG '07 Proceedings of the Eleventh European Workshop on Natural Language Generation
Sentence realisation from bag of words with dependency constraints
SRWS '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Student Research Workshop and Doctoral Consortium
Automatic treebank-based acquisition of Arabic LFG dependency structures
Semitic '09 Proceedings of the EACL 2009 Workshop on Computational Approaches to Semitic Languages
Dependency based Chinese sentence realization
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
Practical grammar-based NLG from examples
INLG '08 Proceedings of the Fifth International Natural Language Generation Conference
Accurate and robust LFG-based generation for Chinese
INLG '08 Proceedings of the Fifth International Natural Language Generation Conference
Parser-based retraining for domain adaptation of probabilistic generators
INLG '08 Proceedings of the Fifth International Natural Language Generation Conference
A Linguistically Inspired Statistical Model for Chinese Punctuation Generation
ACM Transactions on Asian Language Information Processing (TALIP)
A simple domain-independent probabilistic approach to generation
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Towards an extrinsic evaluation of referring expressions in situated dialogs
INLG '10 Proceedings of the 6th International Natural Language Generation Conference
Finding common ground: towards a surface realisation shared task
INLG '10 Proceedings of the 6th International Natural Language Generation Conference
Introducing shared tasks to NLG: the TUNA shared task evaluation challenges
Empirical methods in natural language generation
A translation from logic to English with dynamic semantics
JSAI-isAI'09 Proceedings of the 2009 international conference on New frontiers in artificial intelligence
Designing agreement features for realization ranking
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Dependency-based n-gram models for general purpose sentence realisation
Natural Language Engineering
Glue rules for robust chart realization
ENLG '11 Proceedings of the 13th European Workshop on Natural Language Generation
The first surface realisation shared task: overview and evaluation results
ENLG '11 Proceedings of the 13th European Workshop on Natural Language Generation
DCU*at generation challenges 2011 surface realisation track
ENLG '11 Proceedings of the 13th European Workshop on Natural Language Generation
Lfg generation by grammar specialization
Computational Linguistics
A task-performance evaluation of referring expressions in situated collaborative task dialogues
Language Resources and Evaluation
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We present a novel PCFG-based architecture for robust probabilistic generation based on wide-coverage LFG approximations (Cahill et al., 2004) automatically extracted from treebanks, maximising the probability of a tree given an f-structure. We evaluate our approach using string-based evaluation. We currently achieve coverage of 95.26%, a BLEU score of 0.7227 and string accuracy of 0.7476 on the Penn-II WSJ Section 23 sentences of length ≤20.