Data-Driven and Ontological Analysis of FrameNet for Natural Language Reasoning
نویسندگان
چکیده
This paper focuses on the improvement of the conceptual structure of FrameNet for the sake of applying this resource to knowledgeintensive NLP tasks requiring reasoning, such as question answering, information extraction etc. Ontological analysis supported by data-driven methods is used for axiomatizing, enriching and cleaning up frame relations. The impact of the achieved axiomatization is investigated on recognizing textual entailment.
منابع مشابه
Composable Event Frames for the Integrated Analysis of Sensor Data and Natural Language
Sensors exist as parts of larger systems that have the ability to reason about sensor outputs, to decide upon courses of action to be taken, and to engage control processes that will initiate these courses of action. We will describe a new sort of ontology-based composable event frame approach to designing a system of this sort which incorporates the ability to merge sensor information with inf...
متن کاملOntology-based Reasoning about Lexical Resources
Reasoning about natural language most prominently requires combining semantically rich lexical resources with world knowledge, provided by ontologies. Therefore, we are building bindings from FrameNet – a lexical resource for English – to various ontologies depending on the application at hand. In this paper we show the first step toward such bindings: We translate FrameNet to the Web Ontology ...
متن کاملFrameNet CNL: A Knowledge Representation and Information Extraction Language
The paper presents a FrameNet-based information extraction and knowledge representation framework, called FrameNet-CNL. The framework is used on natural language documents and represents the extracted knowledge in a tailor-made Frame-ontology from which unambiguous FrameNet-CNL paraphrase text can be generated automatically in multiple languages. This approach brings together the fields of info...
متن کاملRepresenting a Resource of Formal Lexical-Semantic Descriptions in the Web Ontology Language
This paper presents an approach to disambiguating verb senses which differ wrt. the inferences they allow. It combines standard ontological tools and formalisms with in-depth formal semantic analysis and is therefore more formalised and more detailed than existing lexical semantic resources like WordNet and FrameNet. The resource presented here implements formal semantic description of verbs in...
متن کاملDisambiguation of Polysemous Verbs for Rule-based Inferencing
We present an approach to disambiguating verb senses which differ w.r.t. the inferences they allow. It combines standard ontological tools and formalisms with a formal semantic analysis and is hence more formalised and more detailed than existing lexical semantic resources like WordNet and FrameNet [Fellbaum, 1998, Baker et al., 1998]. The resource presented here implements formal semantic desc...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2010