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PROGRAMMING IN NATURAL LANGUAGE: PUBLICATIONS REVIEW
Published 2016-09-01“…A monograph in Russian devoted to the natural language interfaces is reviewed.…”
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Natural Language Understanding: Methodological Conceptualization
Published 2019-04-01Subjects: “…computational psycholinguistics, natural language understanding, structural ontology, information metabolism, language consciousness, verbal intelligence, artificial intelligence, mind.…”
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Natural Language Interfaces for Data Analytics
Published 2022“…We propose to design new paradigms in which users rely on their own natural language to analyze and visualize data. To that end, we develop three different approaches (unsupervised, rule-based, and supervised) to infer formal specifications from natural language utterances. …”
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Self-Training for Natural Language Processing
Published 2022“…Data annotation is critical for machine learning based natural language processing models. Although many large-scale corpora and standard benchmarks have been annotated and published, they cannot cover all possible applications. …”
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On Memory Limitations in Natural Language Processing
Published 2023“…This paper proposes a welcome hypothesis: a computationally simple device is sufficient for processing natural language. Traditionally it has been argued that processing natural language syntax requires very powerful machinery. …”
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Analogical generalization in natural language syntax.
Published 2009Get full text
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Defining Natural Language Grammars in GPSG
Published 2004“…This paper is a formal analysis of whether generalized phrase structure grammar's (GPSG) weak context-free generative power will allow it to achieve three of its central goals: (1) to characterize all and only the natural language grammars, (2) to algorithmically determine membership and generative power consequences of GPSG's and (3) to embody the universalism of natural language entirely in the formal system. …”
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Toward understanding natural language directions
Published 2011“…Speaking using unconstrained natural language is an intuitive and flexible way for humans to interact with robots. …”
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Natural language processing as autoregressive generation
Published 2023“…The advances in deep learning have led to great achievements in many Natural Language Processing (NLP) tasks. With the nature of language, i.e., sequential data, most NLP tasks can be framed into the sequence learning framework, such as text generation. …”
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Thesis-Doctor of Philosophy