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Computational representation and annotation system for Cognitive Construction Grammar
2016 International Conference on Machine Learning and Cybernetics (ICMLC), 2016Construction Grammar (CxG) with strong explanatory power for language phenomena and language learning is still a stranger for most of natural language processing (NLP) tasks. The main reasons include challenges brought by the opening definition of construction, the lacking of a large scale construction knowledge base, the lacking of annotation tools ...
Qingcai Chen
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Computational Construction Grammar: Comparing ECG and FCG
Lecture Notes in Computer Science, 2012This chapter compares two computational frameworks developed over the last decade to support investigations into the emergence and use of language, Fluid Construction Grammar (FCG) and Embodied Construction Grammar (ECG). Both of these representational formalisms are rooted in the construction grammar tradition, sharing basic assumptions about the ...
Nancy Chang +2 more
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Computational construction grammar and constructional change [PDF]
Includes bibliographical references.Computational construction grammar and constructional change / Katrien Beuls and Remi van Trijp -- Chopping down the syntax tree : what constructions can do instead / Remi van Trijp -- For a radically usage-based ...
Beuls, Katrien, Van Trijp, Remi
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Computational Issues in Fluid Construction Grammar [PDF]
Steels, Luc (ed.).This state-of-the-art-survey documents the Fluid Construction Grammar (FCG), a new formalism for the representation of lexicons and grammars, which has been used in a wide range of case studies for different languages, both for studying
Steels, Luc +13 more
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Computer assisted grammar construction
3rd International Conference on Spoken Language Processing (ICSLP 1994), 1994This paper presents a system for computer assisted grammar construction (CAGC). The CAGC system is designed to generate broad-coverage grammars for large natural language corpora by utilizing both an extended inside-outside algorithm and an automatic phrase bracketing (AUTO) system, which is designed to provide the extended algorithm with constituent ...
Steve J. Young, H.-H. Shih
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Construction Grammar and Language Models [PDF]
Recent progress in deep learning and natural language processing has given rise to powerful models that are primarily trained on a cloze-like task and show some evidence of having access to substantial linguistic information, including some ...
Harish Tayyar Madabushi +2 more
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Constructions That Work: A Computational Grammar for English in Fluid Construction Grammar
2018This paper presents the first computational construction grammar for English that works for both comprehension and production – implemented in the open-source formalism Fluid Construction Grammar (Steels 2011, Beuls and van Trijp, 2016, www.fcg-net.org).
Van Trijp, Remi +2 more
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Fluid Construction Grammar [PDF]
Fluid Construction Grammar (FCG) is an open-ended framework that provides a formalisation and computational implementation of the basic tenets of construction grammar.
Katrien Beuls, Paul Van Eecke
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Computational Construction Grammar and Procedural Semantics for Visual Dialog
2020Visual Dialog denotes an activity that consists in a robotic agent holding a meaningful and coherent conversation with a human interlocutor, thereby answering questions about the scene that it perceives (Das et al. 2017). There is a range of cognitive functions that a robotic agent must be capable of in order to be able to participate in such multi ...
Verheyen, Lara +2 more
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Computational Construction Grammar
This Element introduces a usage-based computational approach to Construction Grammar that draws on techniques from natural language processing and unsupervised machine learning. This work explores how to represent constructions, how to learn constructions from a corpus, and how to arrange the constructions in a grammar as a network.openaire +1 more source

