Knowledge Graph Papers @ ICLR 2021

Anonymous

Keywords: knowledge graph, graph representation learning, nlp, reasoning, question answering

Abstract: This post aims at providing an overview of ICLR 2021 papers focusing on knowledge graphs (KGs). In particular, we highlight the research in four wide areas: complex query answering and reasoning in KGs, temporal logics and KGs, NLP point of view and entity linking, multimodal question answering with KGs. We hope this post could be of use for researchers and practitioners from adjacent areas to demonstrate the benefits of employing knowledge graphs in those various domains solving important problems.

ICLR Paper: https://openreview.net/pdf?id=Mos9F9kDwkz, https://openreview.net/pdf?id=tGZu6DlbreV, https://arxiv.org/pdf/2012.15537.pdf, https://openreview.net/pdf?id=dOcQK-f4byz, https://openreview.net/pdf?id=gLWj29369lW, https://openreview.net/pdf?id=aCgLmfhIy_f, https://openreview.net/pdf?id=5k8F6UU39V, https://openreview.net/pdf?id=EMHoBG0avc1, https://openreview.net/pdf?id=MmCRswl1UYl, https://openreview.net/pdf?id=ee6W5UgQLa