Semantic Parsing Freebase: Towards Open-domain Semantic Parsing
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Large-scale Semantic Parsing without Question-Answer Pairs
2014-01-01 · TACL 2014 1
· Siva Reddy, Mirella Lapata, Mark Steedman
In this paper we introduce a novel semantic parsing approach to query Freebase in natural language without requiring manual annotations or question-answer pairs. Our key insight is to represent natural language via seman…
Graph MatchingSemantic ParsingOpen-Vocabulary Semantic Parsing with both Distributional Statistics and Formal Knowledge
2016-07-12
· Matt Gardner, Jayant Krishnamurthy
Traditional semantic parsers map language onto compositional, executable queries in a fixed schema. This mapping allows them to effectively leverage the information contained in large, formal knowledge bases (KBs, e.g., …
Question AnsweringSemantic ParsingSemantic Parsing on Freebase from Question-Answer Pairs
2013-10-01 · EMNLP 2013 10
· Jonathan Berant, Andrew Chou, Roy Frostig, Percy Liang
Semantic Parsing
Freebase QA: Information Extraction or Semantic Parsing?
2014-06-01 · WS 2014 6
· Xuchen Yao, Jonathan Berant, Benjamin Van Durme
Open Information ExtractionQuestion AnsweringSemantic Parsing
Paraphrase Generation from Latent-Variable PCFGs for Semantic Parsing
2016-01-22 · WS 2016 9
· Shashi Narayan, Siva Reddy, Shay B. Cohen
One of the limitations of semantic parsing approaches to open-domain question answering is the lexicosyntactic gap between natural language questions and knowledge base entries -- there are many ways to ask a question, a…
Open-Domain Question AnsweringParaphrase GenerationQuestion AnsweringSemantic Parsing+1