OntoNotes: corpus cleanup of mistaken agreement using word sense disambiguation
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Annotation and verification of sense pools in OntoNotes
Information Processing and Management: an International Journal
Interlingual annotation of parallel text corpora: A new framework for annotation and evaluation
Natural Language Engineering
Coreference resolution across corpora: languages, coding schemes, and preprocessing information
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
The manually annotated sub-corpus: a community resource for and by the people
ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
SemEval-2010 task 1: Coreference resolution in multiple languages
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
SemEval-2010 task 7: Argument selection and coercion
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
Discriminative training for near-synonym substitution
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Bootstrapping coreference resolution using word associations
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
On the development of the RST Spanish Treebank
LAW V '11 Proceedings of the 5th Linguistic Annotation Workshop
Self organizing maps in NLP: exploration of coreference feature space
WSOM'11 Proceedings of the 8th international conference on Advances in self-organizing maps
An annotated corpus for the analysis of VP ellipsis
Language Resources and Evaluation
CoNLL-2011 shared task: modeling unrestricted coreference in OntoNotes
CONLL Shared Task '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task
Uby: a large-scale unified lexical-semantic resource based on LMF
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Perspectives on crowdsourcing annotations for natural language processing
Language Resources and Evaluation
Coreference resolution: an empirical study based on SemEval-2010 shared Task 1
Language Resources and Evaluation
Multilingual joint parsing of syntactic and semantic dependencies with a latent variable model
Computational Linguistics
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The OntoNotes project is creating a corpus of large-scale, accurate, and integrated annotation of multiple levels of the shallow semantic structure in text. Such rich, integrated annotation covering many levels will allow for richer, cross-level models enabling significantly better automatic semantic analysis. At the same time, it demands a robust, efficient, scalable mechanism for storing and accessing these complex inter-dependent annotations. We describe a relational database representation that captures both the inter- and intra-layer dependencies and provide details of an object-oriented API for efficient, multi-tiered access to this data.