If we want to understand natural language completely and precisely, we need to do semantic parsing. That is, translate natural language into a formal meaning representation on which a machine can a… 展开
Full understanding?
We’re doing natural language understanding, right? Are we there yet? Do we fully understand? ◦ With VSMs? Sentiment … 展开
Challenge: anaphoric adjectives
”Sculptures D and G must be exhibited in the same room.” (if (and (in D X) (in G Y)) (= X Y)) ”Sculptures D and G must be exhibited in the red room.” (if (and (in D X) (in G Y)) (and (red X) (red Y))) ”Sculptures D and G must b… 展开
Things you could ask CHAT-80
Is there more than one country in each continent? What countries border Denmark? What are the countries from which a river flows into the Black_Sea? What is the total area of countries south of the Equator and … 展开
To facilitate data exploration and analysis, you might want to parse natural language into database queries: which country had the highest carbon emissions last year 展开
网页Our semantic parser is a log-linear distribu-tion p (z; c j x; w) over logical forms and canon-ical utterances specified by the grammar G. Note that the grammar G will in general not …
网页In this paper, we discuss (i) semantic parsing and (ii) code generation, which chiefly fall within the boundaries of the intention and invention pillars, respectively. In the context of …
网页Semantic Parsing Recover complete meaning representation at the chair, move forward three steps past the sofa a.pre(a, x.chair(x)) ^ move(a) ^ len(a, 3)^ dir(a,forward) ^ …
网页Semantic Parsing History: From Leibniz to Symantec. Leibniz (1685) developed a formal conceptual language, the characteristica universalis, for use by an automated reasoner, …
网页Semantic Parsing 15 Approaches to Semantics –Distributional Semantics •These models are most commonly used for individual words and short phrases, where vectors are …
网页Traditionally, semantic parsers are trained primarily from text paired with knowledge base information. Our goal is to exploit the much larger amounts of raw text not tied to any …
网页2010年7月1日 · This tutorial will introduce the semantic parsing task and will bring the audience up-to-date with the current research and state-of-the-art in semantic …
网页Our experiments focus on Freebase semantic parsing as a testbed for evaluating the framework's multilingual appeal. We convert natural language to logical forms which in …