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There Is No Logical Negation Here, But There Are Alternatives: Modeling Conversational Negation with Distributional Semantics
Alternatives Distributional Semantics
2017/4/6
Logical negation is a challenge for distributional semantics, because predicates and their negations
tend to occur in very similar contexts, and consequently their distributional vectors are
very si...
RELPRON: A Relative Clause Evaluation Data Set for Compositional Distributional Semantics
Distributional Semantics assessment
2017/4/6
This article introduces RELPRON, a large data set of subject and object relative clauses, for
the evaluation of methods in compositional distributional semantics. RELPRON targets an
intermediate lev...
Integrating Type Theory and Distributional Semantics: A Case Study on Adjective–Noun Compositions
Integrating Type Theory Distributional Semantics
2017/4/6
In this article, we explore an integration of a formal semantic approach to lexical meaning and an
approach based on distributional methods. First, we outline a formal semantic theory that aims
to c...
Aligning Packed Dependency Trees: A Theory of Composition for Distributional Semantics
Dependency Trees Distributional Semantics
2017/4/6
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 s...
Formal Semantics and Distributional Semantics are two very influential semantic frameworks
in Computational Linguistics. Formal Semantics is based on a symbolic tradition and
centered around the inf...
Verbal Semantics Drives Early Anticipatory Eye Movements during the Comprehension of Verb-Initial Sentences
Tagalog anticipation prediction sentence comprehension verb-initial word order visual world eye tracking
2016/5/3
Studies on anticipatory processes during sentence comprehension often focus on the prediction of postverbal direct objects. In subject-initial languages (the target of most studies so far), however, t...
The semantics and morphology of household container names in Icelandic and Dutch
Naming strategies Object classifi cation
2015/12/21
In this paper, we report an experiment on the naming of household containers in Dutch
and Icelandic carried out as part of the Evolution of Semantic Systems project (EoSS; Majid
et al., 2011). This ...
Probabilistic Distributional Semantics with Latent Variable Models
Distributional Semantics Latent Variable Models
2015/9/14
We describe a probabilistic framework for acquiring selectional preferences of linguistic predicates and for using the acquired representations to model the effects of context on word meaning. Our fra...
Suppose we want to build a system that answers a natural language question by representing its
semantics as a logical form and computing the answer given a structured database of facts. The
core par...
A Context-Theoretic Framework for Compositionality in Distributional Semantics
Context-Theoretic semantic
2015/9/10
Formalizing “meaning as context” mathematically leads to a new, algebraic theory of meaning,
in which composition is bilinear and associative. These properties are shared by other methods
that have ...
Distributional Memory:A General Framework for Corpus-Based Semantics
Distributional Memory General Framework Corpus-Based Semantics
2015/9/8
Research into corpus-based semantics has focused on the development of ad hoc models that treat single tasks, or sets of closely related tasks, as unrelated challenges to be tackled by extracting diff...
The Syntax and Semantics of Prepositions in the Task of Automatic Interpretation of Nominal Phrases and Compounds:A Cross-Linguistic Study
Syntax and Semantics Prepositions in the Task Automatic Interpretation Nominal Phrases Compounds Cross-Linguistic
2015/9/7
In this article we explore the syntactic and semantic properties of prepositions in the context of the semantic interpretation of nominal phrases and compounds. We investigate the problem based on cro...
Relative embeddings: A Circassian puzzle for the syntax/semantics interface
relative clauses headless relatives
2015/9/6
This paper documents and analyzes the pattern used in the Northwest Caucasian
language Adyghe (Circassian) to express what the following five different constructions convey in
other languages: heade...
A cortical network for semantics: (de)constructing the N400
A cortical network N400 response
2015/9/2
Measuring event-related potentials (ERPs) has been fundamental to our
understanding of how language is encoded in the brain. One particular ERP response, the
N400 response, has been especially inf...
The Meaning of ‘Most’:semantics,numerosity,and psychology
Meaning of Most semantics numerosity psychology
2015/9/2
The meaning of ‘most’ can be described in many ways. We offer a framework fordistinguishing semantic descriptions, interpreted as psychological hypotheses that go beyond claims about sentential truth ...