Discriminative Reranking for Natural Language Parsing
ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
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
Parsing with Context-Free Grammars and Word Statistics
Parsing with Context-Free Grammars and Word Statistics
Building a large annotated corpus of English: the penn treebank
Computational Linguistics - Special issue on using large corpora: II
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
The Penn Treebank: annotating predicate argument structure
HLT '94 Proceedings of the workshop on Human Language Technology
Support Vector Learning for Semantic Argument Classification
Machine Learning
Automatic Discovery of Part-Whole Relations
Computational Linguistics
Question answering based on semantic structures
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
A robust combination strategy for semantic role labeling
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Wide-coverage deep statistical parsing using automatic dependency structure annotation
Computational Linguistics
Semantic Classes in Czech Valency Lexicon
TSD '08 Proceedings of the 11th international conference on Text, Speech and Dialogue
A Computational Framework to Integrate Different Semantic Resources
TSD '08 Proceedings of the 11th international conference on Text, Speech and Dialogue
Ontology-Based Approach for Semi-automatic Generation of Subcategorization Frames for Spanish Verbs
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
The framenet model and its applications†
Natural Language Engineering
Mining the web for reciprocal relationships
CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning
Models for the semantic classification of noun phrases
CLS '04 Proceedings of the HLT-NAACL Workshop on Computational Lexical Semantics
Online word games for semantic data collection
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
An inference model for semantic entailment in natural language
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 3
Improving text retrieval precision and answer accuracy in question answering systems
IRQA '08 Coling 2008: Proceedings of the 2nd workshop on Information Retrieval for Question Answering
Adding semantic role annotation to a corpus of written Dutch
LAW '07 Proceedings of the Linguistic Annotation Workshop
XARA: an XML- and rule-based semantic role labeler
LAW '07 Proceedings of the Linguistic Annotation Workshop
Steps toward deep lexical acquisition
PMHLA '05 Proceedings of the Workshop on Psychocomputational Models of Human Language Acquisition
Biomedical question answering: A survey
Computer Methods and Programs in Biomedicine
Emotional perception of fairy tales: achieving agreement in emotion annotation of text
CAAGET '10 Proceedings of the NAACL HLT 2010 Workshop on Computational Approaches to Analysis and Generation of Emotion in Text
Annotating underquantification
LAW IV '10 Proceedings of the Fourth Linguistic Annotation Workshop
Combining parallel treebanks and geo-tagging
LAW IV '10 Proceedings of the Fourth Linguistic Annotation Workshop
Modeling reciprocity in social interactions with probabilistic latent space models
Natural Language Engineering
Cross-Domain Effects on Parse Selection for Precision Grammars
Research on Language and Computation
Learning entailment relations by global graph structure optimization
Computational Linguistics
Putting pieces together: combining FrameNet, VerbNet and WordNet for robust semantic parsing
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Building a situation-based language knowledge base
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Parser evaluation using elementary dependency matching
IWPT '11 Proceedings of the 12th International Conference on Parsing Technologies
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This paper presents our basic approach to creating Proposition Bank, which involves adding a layer of semantic annotation to the Penn English TreeBank. Without attempting to confirm or disconfirm any particular semantic theory, our goal is to provide consistent argument labeling that will facilitate the automatic extraction of relational data. An argument such as the window in John broke the window and in The window broke would receive the same label in both sentences. In order to ensure reliable human annotation, we provide our annotators with explicit guidelines for labeling all of the syntactic and semantic frames of each particular verb. We give several examples of these guidelines and discuss the inter-annotator agreement figures. We also discuss our current experiments on the automatic expansion of our verb guidelines based on verb class membership. Our current rate of progress and our consistency of annotation demonstrate the feasibility of the task.