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Gaole He

2 accepted papers

2021

A Pretraining Numerical Reasoning Model for Ordinal Constrained Question Answering on Knowledge Base

EMNLP 2021finding

Knowledge Base Question Answering (KBQA) is to answer natural language questions posed over knowledge bases (KBs). This paper targets at empowering the IR-based KBQA models with the ability of numerical reasoning for answering ordinal constrained questions. A major challenge is the lack of explicit…

2021

A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions

IJCAI 2021poster

Knowledge base question answering (KBQA) aims to answer a question over a knowledge base (KB). Recently, a large number of studies focus on semantically or syntactically complicated questions. In this paper, we elaborately summarize the typical challenges and solutions for complex KBQA. We begin wi…

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