Freebase QA: Information Extraction or Semantic Parsing?
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Open Information ExtractionQuestion AnsweringSemantic ParsingSimilar Papers 제목 키워드 기반
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 ParsingSemantic Parsing Freebase: Towards Open-domain Semantic Parsing
2013-06-01 · SEMEVAL 2013 6
· Qingqing Cai, Alex Yates, er
Semantic Parsing
Question Answering on Freebase via Relation Extraction and Textual Evidence
2016-03-03 · ACL 2016 8
· Kun Xu, Siva Reddy, Yansong Feng, Songfang Huang 외
Existing knowledge-based question answering systems often rely on small annotated training data. While shallow methods like relation extraction are robust to data scarcity, they are less expressive than the deep meaning …
Question AnsweringRelationRelation ExtractionSemantic ParsingSemantic Parsing on Freebase from Question-Answer Pairs
2013-10-01 · EMNLP 2013 10
· Jonathan Berant, Andrew Chou, Roy Frostig, Percy Liang
Semantic Parsing
Evaluating Induced CCG Parsers on Grounded Semantic Parsing
2016-09-29 · EMNLP 2016 11
· Yonatan Bisk, Siva Reddy, John Blitzer, Julia Hockenmaier 외
We compare the effectiveness of four different syntactic CCG parsers for a semantic slot-filling task to explore how much syntactic supervision is required for downstream semantic analysis. This extrinsic, task-based eva…
Semantic Parsingslot-fillingSlot Filling