WordNet: a lexical database for English
Communications of the ACM
Class-Based Construction of a Verb Lexicon
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Automatic labeling of semantic roles
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
Adding predicate argument structure to the Penn TreeBank
HLT '02 Proceedings of the second international conference on Human Language Technology Research
Open text semantic parsing using FrameNet and WordNet
HLT-NAACL--Demonstrations '04 Demonstration Papers at HLT-NAACL 2004
An algorithm for open text semantic parsing
ROMAND '04 Proceedings of the 3rd Workshop on RObust Methods in Analysis of Natural Language Data
Semantic role labeling via FrameNet, VerbNet and PropBank
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Elhisa: An architecture for the integration of heterogeneous lexical information
Natural Language Engineering
A general feature space for automatic verb classification
Natural Language Engineering
Semantic role labeling: an introduction to the special issue
Computational Linguistics
A Computational Framework to Integrate Different Semantic Resources
TSD '08 Proceedings of the 11th international conference on Text, Speech and Dialogue
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
New features for FrameNet: WordNet mapping
CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning
A supervised algorithm for verb disambiguation into VerbNet classes
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Matching syntactic-semantic graphs for semantic relation assignment
TextGraphs-1 Proceedings of the First Workshop on Graph Based Methods for Natural Language Processing
A comparative study on generalization of semantic roles in FrameNet
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
Wikipedia as frame information repository
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Verb class discovery from rich syntactic data
CICLing'08 Proceedings of the 9th international conference on Computational linguistics and intelligent text processing
Probabilistic frame-semantic parsing
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Finding common ground: towards a surface realisation shared task
INLG '10 Proceedings of the 6th International Natural Language Generation Conference
Investigating the cross-linguistic potential of VerbNet: style classification
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Class-based approach to disambiguating levin verbs
Natural Language Engineering
Semi-supervised frame-semantic parsing for unknown predicates
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
VerbNet class assignment as a WSD task
IWCS '11 Proceedings of the Ninth International Conference on Computational Semantics
Incorporating coercive constructions into a verb lexicon
RELMS '11 Proceedings of the ACL 2011 Workshop on Relational Models of Semantics
Process model generation from natural language text
CAiSE'11 Proceedings of the 23rd international conference on Advanced information systems engineering
Populating framenet with chinese verbs mapping bilingual ontological wordnet with framenet
ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
Integrating semantic frames from multiple sources
CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
Making senses: bootstrapping sense-tagged lists of semantically-related words
CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
Hierarchical verb clustering using graph factorization
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
A novel Framenet-based resource for the semantic web
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Subcat-LMF: fleshing out a standardized format for subcategorization frame interoperability
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
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
Incorporating linguistic knowledge in statistical machine translation: translating prepositions
HYBRID '12 Proceedings of the Workshop on Innovative Hybrid Approaches to the Processing of Textual Data
UWN: a large multilingual lexical knowledge base
ACL '12 Proceedings of the ACL 2012 System Demonstrations
Wikipedia-based WSD for multilingual frame annotation
Artificial Intelligence
Learning to predict from textual data
Journal of Artificial Intelligence Research
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This paper describes our work in integrating three different lexical resources: FrameNet, VerbNet, and WordNet, into a unified, richer knowledge-base, to the end of enabling more robust semantic parsing. The construction of each of these lexical resources has required many years of laborious human effort, and they all have their strengths and shortcomings. By linking them together, we build an improved resource in which (1) the coverage of FrameNet is extended, (2) the VerbNet lexicon is augmented with frame semantics, and (3) selectional restrictions are implemented using WordNet semantic classes. The synergistic exploitation of various lexical resources is crucial for many complex language processing applications, and we prove it once again effective in building a robust semantic parser.