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Syntactic Parse Trees for sentence representation

Table of Contents 1. Syntactic Parse Trees for sentence representation   syntax parse tree 1.1. goal 1.2. motivation 1.3. ingredients 1.4. steps 1.5. outlook 1.6. resources Syntactic Parse Trees for sentence representation :syntax:parse:tree: goal Today’s summary deals with the question of modeling additional information present in natural language and how models could take advantage of this hierarchical syntactic structure. motivation Besides semantics, being about meaning and logic in language, syntax determines the structure of sentences. Basic linguistic information in the form of parse trees, characterizing relationships among words in a sentence, might in principle lead to better word and sentence representations which should enhance natural language processing. ingredients parse tree, constituency, dependency, syntax, semantics, recursive neural network, recurrent neural network, reduce shift algorithm, shift […]