Skeptical and credulous default unification with applications to templates and inheritance
Inheritance, defaults and the lexicon
Defaults in lexical representation
Inheritance, defaults and the lexicon
The nature of statistical learning theory
The nature of statistical learning theory
On the algorithmic implementation of multiclass kernel-based vector machines
The Journal of Machine Learning Research
Supertagging: an approach to almost parsing
Computational Linguistics
On building a more efficient grammar by exploiting types
Natural Language Engineering
A compact architecture for dialogue management based on scripts and meta-outputs
ANLC '00 Proceedings of the sixth conference on Applied natural language processing
TnT: a statistical part-of-speech tagger
ANLC '00 Proceedings of the sixth conference on Applied natural language processing
A maximum-entropy-inspired parser
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Ambiguity packing in constraint-based parsing: practical results
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
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
Towards history-based grammars: using richer models for probabilistic parsing
ACL '93 Proceedings of the 31st annual meeting on Association for Computational Linguistics
The LinGO Redwoods treebank motivation and preliminary applications
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 2
Lenient default unification for robust processing within unification based grammar formalisms
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
Japanese dependency analysis using cascaded chunking
COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
Probabilistic disambiguation models for wide-coverage HPSG parsing
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Coarse-to-fine n-best parsing and MaxEnt discriminative reranking
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Deterministic dependency parsing of English text
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Wide-coverage deep statistical parsing using automatic dependency structure annotation
Computational Linguistics
A sequential dual method for large scale multi-class linear svms
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
LIBLINEAR: A Library for Large Linear Classification
The Journal of Machine Learning Research
Deterministic shift-reduce parsing for unification-based grammars by using default unification
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Cutting-plane training of structural SVMs
Machine Learning
Efficiency in unification-based N-best parsing
IWPT '07 Proceedings of the 10th International Conference on Parsing Technologies
Efficient HPSG parsing with supertagging and CFG-filtering
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
A classifier-based parser with linear run-time complexity
Parsing '05 Proceedings of the Ninth International Workshop on Parsing Technology
Optimistic backtracking: a backtracking overlay for deterministic incremental parsing
HLT-SS '11 Proceedings of the ACL 2011 Student Session
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Deterministic shift-reduce parsing for unification-based grammars
Natural Language Engineering
Large-scale corpus-driven PCFG approximation of an HPSG
IWPT '11 Proceedings of the 12th International Conference on Parsing Technologies
Machine learning for high-quality tokenization replicating variable tokenization schemes
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
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We present a deterministic HPSG parser capable of processing text incrementally with very fast parsing times. Our system demonstrates an efficient data-driven approach that achieves a high level of precision. Through a series of experiments in different configurations, we evaluate our system and compare it to current state-of-the-art within the field, and show that high quality deterministic parsing is realistic even for a 'deep' unification-based precision grammar.