Normalized Entity Graph for Computing Local Coherence

A Neural Graph-based Local Coherence Model

Entity grids and entity graphs are two frameworks for modeling local coherence. These frameworks represent entity relations between sentences and then extract features from such representations to encode coherence. The b…

Entity-based Neural Local Coherence Modeling

In this paper, we propose an entity-based neural local coherence model which is linguistically more sound than previously proposed neural coherence models. Recent neural coherence models encode the input document using l…

Entity-based Neural Local Coherence Modeling

In this paper, we propose an entity-based neural local coherence model which is linguistically more sound than previously proposed neural coherence models. Recent neural coherence models encode the input document using l…

Enriching entity grids and graphs with discourse relations: the impact in local coherence evaluation

Knowledge-based Review Generation by Coherence Enhanced Text Planning

As a natural language generation task, it is challenging to generate informative and coherent review text. In order to enhance the informativeness of the generated text, existing solutions typically learn to copy entitie…