Learning Dependency-Based Compositional Semantics
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Lambda Dependency-Based Compositional Semantics
2013-09-17 · cs.AL 2013 9
· Percy Liang
This short note presents a new formal language, lambda dependency-based compositional semantics (lambda DCS) for representing logical forms in semantic parsing. By eliminating variables and making existential quantificat…
Semantic ParsingLogical Inference on Dependency-based Compositional Semantics
2014-06-01 · ACL 2014 6
· Ran Tian, Yusuke Miyao, Takuya Matsuzaki
Question Answering
Encoding Generalized Quantifiers in Dependency-based Compositional Semantics
2014-12-01 · PACLIC 2014 12
· Yubing Dong, Ran Tian, Yusuke Miyao
Natural Language Inference
Aligning Packed Dependency Trees: a theory of composition for distributional semantics
2016-08-25 · CL 2016 12
· David Weir, Julie Weeds, Jeremy Reffin, Thomas Kober
We present a new framework for compositional distributional semantics in which the distributional contexts of lexemes are expressed in terms of anchored packed dependency trees. We show that these structures have the pot…
Sense Contextualization in a Dependency-Based Compositional Distributional Model
2017-08-01 · WS 2017 8
· Pablo Gamallo
Little attention has been paid to distributional compositional methods which employ syntactically structured vector models. As word vectors belonging to different syntactic categories have incompatible syntactic distribu…
LEMMARepresentation LearningSemantic CompositionWord Sense Disambiguation