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otherentity ID: datasparsenessproblem

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. In this paper, we explore the syntactic relation patterns for open- domain factoid question answering. We propose a pattern extraction method to extract the various relations between the proper …...

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Arguments for Parallel Distributed Parsing: Toward the Integration of Lexical and Sublexical (Semantic) Parsings

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. This paper illustrates the idea of parallel distributed parsing (PDP), which allows us to integrate lexical and sublexical analyses. PDP is proposed for providing a new model of efficient, …...

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Contextualized Word Representations for Multi-Sense Embedding

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Distributed word representations are used in many natural language processing tasks. When dealing with ambiguous words, it is de- sired to generate multi-sense embeddings, i.e., multiple representations per word. Therefore, …...

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