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FrameNet is a group of online lexical databases based upon the theory of meaning known as Frame semantics, developed by linguist Charles J. Fillmore.The project's fundamental notion is simple: most words' meanings may be best understood in terms of a semantic frame, which is a description of a certain kind of event, connection, or item and its actors.
PropBank differs from FrameNet, the resource to which it is most frequently compared, in several ways.. PropBank is a verb-oriented resource, while FrameNet is centered on the more abstract notion of frames, which generalizes descriptions across similar verbs (e.g. "describe" and "characterize") as well as nouns and other words (e.g. "description"). [2]
The theory applies the notion of a semantic frame also used in artificial intelligence, which is a collection of facts that specify "characteristic features, attributes, and functions of a denotatum, and its characteristic interactions with things necessarily or typically associated with it."
The term Frame was first used by Marvin Minsky as a paradigm to understand visual reasoning and natural language processing. [12] In these and many other types of problems the potential solution space for even the smallest problem is huge. For example, extracting the phonemes from a raw audio stream or detecting the edges of an object. Things ...
Frame semantics, best exemplified by the FrameNet project, views words as evoking frames of knowledge and frames as typically involving multiple components, called frame elements (e.g. buyer and goods in an acquisition).
The project was initially funded by the U.S. Office of Naval Research, ... (NLP) tasks. The Open ... FrameNet is a lexical database that shares some similarities with
Renée Zellweger took a step back from acting for a six-year stretch in the 2010s, and she's opening up about the reason for her hiatus. "Because I needed to," she said. "I was sick of the sound ...
Natural language processing (NLP) is a subfield of computer science and especially artificial intelligence.It is primarily concerned with providing computers with the ability to process data encoded in natural language and is thus closely related to information retrieval, knowledge representation and computational linguistics, a subfield of linguistics.