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Semantic parsing - Wikipedia
Semantic parsing is the task of converting a natural language utterance to a logical form: a machine-understandable representation of its meaning. Semantic parsing can thus be understood as extracting the precise meaning of an utterance. Applications of semantic parsing include machine translation, question … 展开
Early research of semantic parsing included the generation of grammar manually as well as utilizing applied programming logic. In the 2000s, most of the work in this area involved the creation/learning and … 展开
Datasets used for training statistical semantic parsing models are divided into two main classes based on application: those used for question answering via knowledge base queries, and those used for code generation.
Question answering 展开The performance of Semantic parsers is also measured using standard evaluation metrics as like syntactic parsing. This can be evaluated for the ratio of exact matches (percentage of sentences … 展开
Shallow Semantic Parsing
Shallow semantic parsing is concerned with identifying entities in an utterance and labelling them with the roles they play. Shallow semantic parsing is sometimes known as slot-filling or frame semantic parsing, since its … 展开Within the field of natural language processing (NLP), semantic parsing deals with transforming human language into a format that is easier for machines to understand and comprehend. This method is useful in a number of contexts:
• Voice … 展开CC-BY-SA 许可证中的维基百科文本 Parsing - Wikipedia
Computational semantics - Wikipedia
Semantic parsing - Wikiwand
What is Semantic Parsing - Activeloop
Semantic Parsing | Papers With Code
网页21 行 · Semantic Parsing is the task of transducing natural language utterances into formal meaning representations. The target meaning representations can be defined according to a wide variety of formalisms. …
Trends in Semantic Parsing — Part 1 | by Desh Raj
网页2017年9月19日 · “Semantic” refers to meaning, and “parsing” means resolving a sentence into its component parts. As such, semantic parsing refers to the task of mapping natural language text to formal ...