Compositional semantics
On compositional semantics
... On compositional semantics On compositional semantics W I o d e k Z a d r o z n y I B M Research T J W a t s o n R e s e a r c h C e n t e r Y o r k t o w n H e i g h t s , N Y 10598 W L O D Z @ WATSO[.] ...
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Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction
... Since most triggers in Chinese event extraction are verbs 5 , we focus on the compositional semantics in the verb structure. Statistics on the training set shows that 3.3% triggers (e.g. “公开 信” (open ...
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Learning with Compositional Semantics as Structural Inference for Subsentential Sentiment Analysis
... by compositional semantics can be effective for determining the polarity of a sentiment- bearing expression, we do not expect them to be per- ...from compositional semantics while providing ...
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Integrating compositional semantics into a verb lexicon
... The difficulty of achieving adequate hand-crafted semantic representations has limited the field of natural language processing to applications that can be contained within well-defined sub-domains. Despite many ...
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Encoding Generalized Quantifiers in Dependency-based Compositional Semantics
... Dependency-based Compositional Semantics (DCS) provides a formal yet intuitive way to model nat- ural language semantics. It was initially proposed in Liang et al. (2011) as a relational database ...
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Learning Dependency Based Compositional Semantics
... A major focus of this work is on our semantic rep- resentation, DCS, which offers a new perspective on compositional semantics. To contrast, consider CCG (Steedman, 2000), in which semantic pars- ing is ...
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Learning Dependency Based Compositional Semantics
... To cope with the challenging demands of program induction, we break away from tradition in favor of a new formal language and construction mechanism, which we call dependency-based compositional semantics ...
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Alignment Based Compositional Semantics for Instruction Following
... instruction-following benchmarks: the map read- ing task of Vogel and Jurafsky (2010), the maze navigation task of MacMahon et al. (2006), and the puzzle solving task of Branavan et al. (2009). An example from each is ...
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Higher order logical inference with compositional semantics
... We present a higher-order inference sys- tem based on a formal compositional semantics and the wide-coverage CCG parser. We develop an improved method to bridge between the parser and seman- tic ...
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The Role of Syntax in Vector Space Models of Compositional Semantics
... for compositional semantics have drawn in- spiration from the success of distributional mod- els of lexical ...positional semantics, they make minimal use of linguistic information beyond the word ...
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Compositional Semantics in Verbmobil
... Compositional Semantics in Verbmobil C o m p o s i t i o n a l S e m a n t i c s in V e r b m o b i l J o h a n B o s Bj~irn Gamb~ick C h r i s t i a n Lieske Y o s h i k i M o r i M a n f r e d P i n[.] ...
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Learning a Compositional Semantics for Freebase with an Open Predicate Vocabulary
... This paper presents an approach for compositional semantics with an open predicate vocabulary. Our approach defines a probabilistic model over deno- tations (sets of Freebase entities) conditioned on an ...
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Learning Compositional Semantics for Open Domain Semantic Parsing
... This paper introduces a new approach to learning compositional semantics for open domain semantic parsing. Our approach is called Dependency-based Semantic Composition using Graphs (DeSCoG) and deviates ...
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Compositional Semantics using Feature Based Models from WordNet
... a compositional way by using WordNet relations to represent the mean- ing of ...complementary compositional func- tions: the named head function and depen- dent ...proposed compositional method per- ...
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ccg2lambda: A Compositional Semantics System
... See Figure 2 for an example of CCG deriva- tion for the sentence “Some woman ordered tea”, augmented with its semantics. Nodes have CCG syntactic categories (e.g. N or S\NP ), which is what our system receives as ...
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Logical Inference on Dependency based Compositional Semantics
... Dependency-based Compositional Se- mantics (DCS) is a framework of natural language semantics with easy-to-process structures as well as strict semantics. In this paper, we equip the DCS framework ...
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The compositional semantics of same
... a compositional account of ...a compositional semantic analysis of same if NPs are the only expressions that can take scope, and hence the only quantificational meanings are generalized ...
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Grounded Compositional Semantics for Finding and Describing Images with Sentences
... Our work is close in spirit with recent work in de- scribing images with more detailed, longer textual descriptions. In particular, Yao et al. (2010) describe images using hierarchical knowledge and humans in the loop. ...
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Compositional Semantics for Linguistic Formalisms
... of logic programming languages, define a fixpoint semantics for unification-based grammars by taking the least fixpoint of the parsing step operator as the denotation of a grammar... Fig[r] ...
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