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Showing 1 to 7 of 7 for “"Grammar Induction"”.
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Automatic grammar induction from semantic parsing
Thesis (M.Eng.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 1998.
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Translingual grammar induction for conversational systems
We propose an induction algorithm to semi-automate grammar authoring in an interlingua-based machine translation framework. This algorithm is designed for restricted domains within the context of multilingual conversational systems. It uses a pre-existing one-way translation system from some other …
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Unsupervised grammar induction with Combinatory Categorial Grammars
… context, knowledge, or cues. Unsupervised grammar induction is the task of analyzing strings in a language to discover the latent syntactic structure of the language without access to labeled training data. Successes in unsupervised grammar induction shed light on the amount of syntactic …
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Towards a machine-learning architecture for lexical functional grammar parsing
Data-driven grammar induction aims at producing wide-coverage grammars of human languages. Initial efforts in this field produced relatively shallow linguistic representations such as phrase-structure trees, which only encode constituent structure. Recent work on inducing deep grammars from …
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Unsupervised Structure Induction for Natural Language Processing
… and analyze the existing methods in structure induction, then present our explorations on three unsupervised structure induction tasks: the transliteration equivalence learning, the constituency grammar induction and the dependency grammar induction. In transliteration equivalence learning, …
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Language Modeling from Visually Grounded Speech
… how visual context effectively bootstraps grammar induction without textual supervision. Next, we investigate Audio-Visual Word Discovery for Speech Translation, using the Fisher Spanish–English corpus to train a series of speech-to-speech translation models based on pseudo-word units …
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Formal verification-driven parallelisation synthesis
… and the computational learning technique grammar induction are used to conjecture input-output specifications, and counterexample-guided abstraction refinement to confirm or refute the equivalence between the conjectured specification and the original program. Once equivalence checking …