Causal Analysis

AbstractThis paper explores the role of tense information in Chinese causal analysis. Both tasks of causal type classification and causal directionality identification are experimented to show the significant improvement gained …...

Neural language models exhibit impressive performance on a variety of tasks, but their in- ternal reasoning may be difficult to understand. Prior art aims to uncover meaningful proper- ties within …...

AbstractAlthough the Conditional Variational Auto-Encoder (CVAE) model can generate more diversified responses than the traditional Seq2Seq model, the responses often have low relevance with the input words or are illogical …...