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Lu et al: Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models [615ce034]

Tags: nlp, papers

Finds that there is a structure they call "influence paths", that exists between gates in a LSTM that incorporates how different words relate to one another, such as the number agreement task