Narrative Modeling with Memory Chains and Semantic Supervision

Code

• github.com/liufly/narrative-modeling
  OfficialIn papertf★ 0

Abstract

Story comprehension requires a deep semantic understanding of the narrative, making it a challenging task. Inspired by previous studies on ROC Story Cloze Test, we propose a novel method, tracking various semantic aspects with external neural memory chains while encouraging each to focus on a particular semantic aspect. Evaluated on the task of story ending prediction, our model demonstrates superior performance to a collection of competitive baselines, setting a new state of the art.

Tasks

Reproductions