The acquisition and use of context-dependent grammars for English
Computational Linguistics
Translating collocations for bilingual lexicons: a statistical approach
Computational Linguistics
Theory of Syntactic Recognition for Natural Languages
Theory of Syntactic Recognition for Natural Languages
Machine Translation: A Knowledge-Based Approach
Machine Translation: A Knowledge-Based Approach
Machine Learning
Machine Learning
Learning Parse and Translation Decisions From Examples With Rich Context
Learning Parse and Translation Decisions From Examples With Rich Context
Building a large annotated corpus of English: the penn treebank
Computational Linguistics - Special issue on using large corpora: II
Statistical decision-tree models for parsing
ACL '95 Proceedings of the 33rd annual meeting on Association for Computational Linguistics
A new statistical parser based on bigram lexical dependencies
ACL '96 Proceedings of the 34th annual meeting on Association for Computational Linguistics
ACL '92 Proceedings of the 30th annual meeting on Association for Computational Linguistics
Learning to Parse Natural Language with Maximum Entropy Models
Machine Learning - Special issue on natural language learning
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
DUSTer: A Method for Unraveling Cross-Language Divergences for Statistical Word-Level Alignment
AMTA '02 Proceedings of the 5th Conference of the Association for Machine Translation in the Americas on Machine Translation: From Research to Real Users
Wide Coverage Incremental Parsing by Learning Attachment Preferences
AI*IA 01 Proceedings of the 7th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
The automatic translation of discourse structures
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Rapid parser development: a machine learning approach for Korean
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Experiments with Learning Parsing Heuristics
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
A decision-based approach to rhetorical parsing
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Bootstrapping parsers via syntactic projection across parallel texts
Natural Language Engineering
Head-Driven Statistical Models for Natural Language Parsing
Computational Linguistics
Sample selection for statistical grammar induction
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
Parsing and question classification for question answering
ODQA '01 Proceedings of the workshop on Open-domain question answering - Volume 12
A transformational-based learner for dependency grammars in discharge summaries
BioMed '02 Proceedings of the ACL-02 workshop on Natural language processing in the biomedical domain - Volume 3
Feature selection for a rich HPSG grammar using decision trees
COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
A sentence reduction using syntax control
AsianIR '03 Proceedings of the sixth international workshop on Information retrieval with Asian languages - Volume 11
Learning event durations from event descriptions
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
The bootstrapping of the Yarowsky algorithm in real corpora
Information Processing and Management: an International Journal
An efficient algorithm to induce minimum average lookahead grammars for incremental LR parsing
IncrementParsing '04 Proceedings of the Workshop on Incremental Parsing: Bringing Engineering and Cognition Together
SARDSRN: a neural network shift-reduce parser
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Extending TimeML with typical durations of events
ARTE '06 Proceedings of the Workshop on Annotating and Reasoning about Time and Events
Annotating and learning event durations in text
Computational Linguistics
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We present a knowledge and context-based system for parsing and translating natural language and evaluate it on sentences from the Wall Street Journal. Applying machine learning techniques, the system uses parse action examples acquired under supervision to generate a deterministic shift-reduce parser in the form of a decision structure. It relies heavily on context, as encoded in features which describe the morphological, syntactic, semantic and other aspects of a given parse state.