An efficient probabilistic context-free parsing algorithm that computes prefix probabilities
Computational Linguistics
Learning to Parse Natural Language with Maximum Entropy Models
Machine Learning - Special issue on natural language learning
Discriminative Reranking for Natural Language Parsing
ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
Head-driven statistical models for natural language parsing
Head-driven statistical models for natural language parsing
Building a large annotated corpus of English: the penn treebank
Computational Linguistics - Special issue on using large corpora: II
Probabilistic top-down parsing and language modeling
Computational Linguistics
Estimation of probabilistic context-free grammars
Computational Linguistics
A maximum-entropy-inspired parser
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
Exploiting syntactic structure for language modeling
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Corpus statistics meet the noun compound: some empirical results
ACL '95 Proceedings of the 33rd annual meeting on Association for Computational Linguistics
Statistical decision-tree models for parsing
ACL '95 Proceedings of the 33rd annual meeting on Association for Computational Linguistics
Precise n-gram probabilities from stochastic context-free grammars
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
What is the minimal set of fragments that achieves maximal parse accuracy?
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
Multiword Expressions: A Pain in the Neck for NLP
CICLing '02 Proceedings of the Third International Conference on Computational Linguistics and Intelligent Text Processing
Semantic Role Parsing: Adding Semantic Structure to Unstructured Text
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Sources of Success for Boosted Wrapper Induction
The Journal of Machine Learning Research
Dependence language model for information retrieval
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Introduction to the special issue on statistical language modeling
ACM Transactions on Asian Language Information Processing (TALIP)
A hybrid language model based on a combination of N-grams and stochastic context-free grammars
ACM Transactions on Asian Language Information Processing (TALIP)
Neural network probability estimation for broad coverage parsing
EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 1
A stochastic parser based on an SLM with arboreal context trees
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
A study on richer syntactic dependencies for structured language modeling
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Markov parsing: lattice rescoring with a statistical parser
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
A decoder for syntax-based statistical MT
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Evaluating translational correspondence using annotation projection
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Accurate unlexicalized parsing
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Unsupervised learning of dependency structure for language modeling
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Support Vector Learning for Semantic Argument Classification
Machine Learning
A Neural Syntactic Language Model
Machine Learning
Bootstrapping parsers via syntactic projection across parallel texts
Natural Language Engineering
Head-Driven Statistical Models for Natural Language Parsing
Computational Linguistics
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Exploiting headword dependency and predictive clustering for language modeling
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
HLT-NAACL-PARALLEL '03 Proceedings of the HLT-NAACL 2003 Workshop on Building and using parallel texts: data driven machine translation and beyond - Volume 3
Training connectionist models for the structured language model
EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing
Development in parsing technology: from theory to application
New developments in parsing technology
Probabilistic parsing strategies
Journal of the ACM (JACM)
A TAG-based noisy channel model of speech repairs
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Attention shifting for parsing speech
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Head-driven parsing for word lattices
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Supervised and unsupervised learning for sentence compression
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Discriminative syntactic language modeling for speech recognition
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
A composite kernel to extract relations between entities with both flat and structured features
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Exploring syntactic features for relation extraction using a convolution tree kernel
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Cross-entropy and estimation of probabilistic context-free grammars
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Dependency structure language model for topic detection and tracking
Information Processing and Management: an International Journal
Computational Linguistics
Probabilistic Context-Free Grammars Estimated from Infinite Distributions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Exploring the potential of intractable parsers
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Abstractive headline generation using WIDL-expressions
Information Processing and Management: an International Journal
Natural language processing for information retrieval: the time is ripe (again)
Proceedings of the ACM first Ph.D. workshop in CIKM
Information Processing and Management: an International Journal
The importance of syntactic parsing and inference in semantic role labeling
Computational Linguistics
Computational Linguistics
Efficient Pruning of Probabilistic Automata
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Position Models and Language Modeling
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Experiments on Generating Questions About Facts
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Computer Speech and Language
Models for the semantic classification of noun phrases
CLS '04 Proceedings of the HLT-NAACL Workshop on Computational Lexical Semantics
CLS '04 Proceedings of the HLT-NAACL Workshop on Computational Lexical Semantics
A look at parsing and its applications
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Exploiting constituent dependencies for tree kernel-based semantic relation extraction
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
A parallel Proposition Bank II for Chinese and English
CorpusAnno '05 Proceedings of the Workshop on Frontiers in Corpus Annotations II: Pie in the Sky
A framework for incorporating alignment information in parsing
CrossLangInduction '06 Proceedings of the International Workshop on Cross-Language Knowledge Induction
Lattice parsing to integrate speech recognition and rule-based machine translation
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
A statistical constraint dependency grammar (CDG) parser
IncrementParsing '04 Proceedings of the Workshop on Incremental Parsing: Bringing Engineering and Cognition Together
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Parsing arguments of nominalizations in English and Chinese
HLT-NAACL-Short '04 Proceedings of HLT-NAACL 2004: Short Papers
A computational framework for non-lexicalist semantics
HLT-SRWS '04 Proceedings of the Student Research Workshop at HLT-NAACL 2004
Language modeling for determiner selection
NAACL-Short '07 Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers
Natural language generation for text-to-text applications using an information-slim representation
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 4
Automatic recognition of logical relations for English, Chinese and Japanese in the GLARF framework
DEW '09 Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions
Making grammar-based generation easier to deploy in dialogue systems
SIGdial '08 Proceedings of the 9th SIGdial Workshop on Discourse and Dialogue
Journal of Artificial Intelligence Research
Dependency-based statistical machine translation
ACLstudent '05 Proceedings of the ACL Student Research Workshop
The necessity of syntactic parsing for semantic role labeling
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Estimation of stochastic context-free grammars and their use as language models
Computer Speech and Language
Corrective modeling for non-projective dependency parsing
Parsing '05 Proceedings of the Ninth International Workshop on Parsing Technology
Language models and reranking for machine translation
StatMT '06 Proceedings of the Workshop on Statistical Machine Translation
Brutus: a semantic role labeling system incorporating CCG, CFG, and dependency features
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
Semi-supervised learning of dependency parsers using generalized expectation criteria
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
Who, what, when, where, why?: comparing multiple approaches to the cross-lingual 5W task
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
Transducing logical relations from automatic and manual GLARF
ACL-IJCNLP '09 Proceedings of the Third Linguistic Annotation Workshop
Non-projective parsing for statistical machine translation
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Language models based on semantic composition
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Global learning of noun phrase anaphoricity in coreference resolution via label propagation
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Practical grammar-based NLG from examples
INLG '08 Proceedings of the Fifth International Natural Language Generation Conference
Tree kernel-based semantic relation extraction with rich syntactic and semantic information
Information Sciences: an International Journal
The word is mightier than the count: accumulating translation resources from parsed parallel corpora
CICLing'03 Proceedings of the 4th international conference on Computational linguistics and intelligent text processing
Convolution kernel over packed parse forest
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Joint syntactic and semantic parsing of Chinese
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Profiting from mark-up: hyper-text annotations for guided parsing
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Clustering-based stratified seed sampling for semi-supervised relation classification
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
What a parser can learn from a semantic role labeler and vice versa
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
A large scale ranker-based system for search query spelling correction
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Detecting speech repairs incrementally using a noisy channel approach
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Perplexity of n-gram and dependency language models
TSD'10 Proceedings of the 13th international conference on Text, speech and dialogue
Factored bilingual n-gram language models for statistical machine translation
Machine Translation
Learning noun phrase anaphoricity in coreference resolution via label propagation
Journal of Computer Science and Technology - Special issue on natural language processing
Kernel-based semantic relation detection and classification via enriched parse tree structure
Journal of Computer Science and Technology - Special issue on natural language processing
A large scale distributed syntactic, semantic and lexical language model for machine translation
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
ACM Transactions on Asian Language Information Processing (TALIP)
Improving MT word alignment using aligned multi-stage parses
SSST-5 Proceedings of the Fifth Workshop on Syntax, Semantics and Structure in Statistical Translation
ACM Transactions on Asian Language Information Processing (TALIP)
Splittability of bilexical context-free grammars is undecidable
Computational Linguistics
Long distance dependency in language modeling: an empirical study
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Tiburon: a weighted tree automata toolkit
CIAA'06 Proceedings of the 11th international conference on Implementation and Application of Automata
An overview of probabilistic tree transducers for natural language processing
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Dynamic bayesian networks for language modeling
TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue
PAC-learning unambiguous NTS languages
ICGI'06 Proceedings of the 8th international conference on Grammatical Inference: algorithms and applications
Syntactic language modeling with formal grammars
Speech Communication
The latent words language model
Computer Speech and Language
Bayesian induction of syntactic language models for brazilian portuguese
PROPOR'12 Proceedings of the 10th international conference on Computational Processing of the Portuguese Language
A scalable distributed syntactic, semantic, and lexical language model
Computational Linguistics
Large-scale syntactic language modeling with treelets
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
An information-theoretic measure to evaluate parsing difficulty across treebanks
ACM Transactions on Speech and Language Processing (TSLP)
Incorporating lexical semantic similarity to tree kernel-based chinese relation extraction
CLSW'12 Proceedings of the 13th Chinese conference on Chinese Lexical Semantics
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We present two language models based upon an "immediate-head" parser --- our name for a parser that conditions all events below a constituent c upon the head of c. While all of the most accurate statistical parsers are of the immediate-head variety, no previous grammatical language model uses this technology. The perplexity for both of these models significantly improve upon the trigram model base-line as well as the best previous grammar-based language model. For the better of our two models these improvements are 24% and 14% respectively. We also suggest that improvement of the underlying parser should significantly improve the model's perplexity and that even in the near term there is a lot of potential for improvement in immediate-head language models.