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Identifying entailment relations between predicates is an important part of applied semantic inference. In this article we propose a global inference algorithm that learns such entailment rules. Fir...
In acquiring a semantics, children relate their experience of their world to their experience of speakers. When we study this in the lab, we often presume to understand the first part of this relati...
It is taken as axiomatic that grammar encodes meaning. Two key dimensions of meaning that get grammatically encoded are referential meaning and relational meaning. The key claim is that, in English, t...
The purpose of this paper is twofold: (i) we argue that the structure of commonsense knowledge must be discovered, rather than invented; and (ii) we argue that natural language, which is the best know...
Psychological experiments have revealed remarkable regularities in the developmental time course of cognition. Infants generally acquire broad categorical distinctions (i.e., plant/animal) before fine...
We present a generative model for the unsupervised learning of dependency structures. We also describe the multiplicative combination of this dependency model with a model of linear constituency. The ...
This paper describes a system for extracting typed dependency parses of English sentences from phrase structure parses. In order to capture inherent relations occurring in corpus texts that can be cri...
Information structure facilitates communication between interlocutors by highlighting relevant information. It has previously been shown that information structure modulates the depth of semantic proc...
A major theoretical debate in language acquisition research regards the learnability of hierarchical structures. The artificial grammar learning methodology is increasingly influential in approaching ...
Next to propositional content, speakers distribute information in their utterances in such a way that listeners can make a distinction between new (focused) and given (non-focused) information. This i...
This paper examines the semantic and syntactic function assignment in relation to pragmatic factors in a spoken corpus from Brazilian Portuguese, focusing the marked processes of sentence construction...

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