In this paper, we propose a new model to tackle the multi-hop RC problem. We introduce a heterogeneous graph with different types of nodes and edges.

May 17, 2019 · In this paper, we propose a new model to tackle the multi-hop RC problem. We introduce a heterogeneous graph with different types of nodes and edges.

This paper introduces a heterogeneous graph with different types of nodes and edges, which is named as Heterogeneous Document-Entity (HDE) graph, ...

In this paper, we propose a new model to tackle the multi-hop RC problem. We introduce a heterogeneous graph with different types of nodes and edges, which is ...

Yun Shu Tang, Xiaodong He, and Bowen Zhou. Multi- hop reading comprehension across multiple documents by reasoning over heterogeneous graphs. In ACL, 2019.

In practice, multiple clue chains are included within the heterogeneous reasoning graph, and under the constraints of the query, the selection of soft and hard ...

Inspired by the human reasoning processing, a path-based graph with reasoning paths which extracted from supporting documents is introduced, which contains ...

Duration: 16:11
Posted: Jan 14, 2020

Interpretable multi-hop reading comprehension (RC) over multiple documents is a challenging problem because it de- mands reasoning over multiple information ...

Multi-hop reading comprehension requires not only the ability to reason over raw text but also the ability to combine multiple evidence. Paper · Add Code ...