Knowledge Graph Reasoning over Entities and Numerical Values

Author:

Bai Jiaxin1ORCID,Luo Chen2ORCID,li zheng2ORCID,Yin Qingyu2ORCID,Yin Bing2ORCID,Song Yangqiu1ORCID

Affiliation:

1. HKUST, Hong Kong, China

2. Amazon.com Inc, Palo Alto, CA, USA

Funder

the National Key R\&D Program of China

ITC of Hong Kong

NSFC of China

RGC of Hong Kong

Publisher

ACM

Reference40 articles.

1. Alfonso Amayuelas , Shuai Zhang , Susie Xi Rao , and Ce Zhang . 2022 . Neural Methods for Logical Reasoning over Knowledge Graphs . In The Tenth International Conference on Learning Representations, ICLR 2022 , Virtual Event , April 25-29, 2022. OpenReview.net. https://openreview.net/forum?id=tgcAoUVHRIB Alfonso Amayuelas, Shuai Zhang, Susie Xi Rao, and Ce Zhang. 2022. Neural Methods for Logical Reasoning over Knowledge Graphs. In The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022. OpenReview.net. https://openreview.net/forum?id=tgcAoUVHRIB

2. Erik Arakelyan , Daniel Daza , Pasquale Minervini , and Michael Cochez . 2021 . Complex Query Answering with Neural Link Predictors. In 9th International Conference on Learning Representations, ICLR 2021 , Virtual Event, Austria , May 3-7, 2021. OpenReview.net. https://openreview.net/forum?id=Mos9F9kDwkz Erik Arakelyan, Daniel Daza, Pasquale Minervini, and Michael Cochez. 2021. Complex Query Answering with Neural Link Predictors. In 9th International Conference on Learning Representations, ICLR 2021, Virtual Event, Austria, May 3-7, 2021. OpenReview.net. https://openreview.net/forum?id=Mos9F9kDwkz

3. Jiaxin Bai Xin Liu Weiqi Wang Chen Luo and Yangqiu Song. 2023 a. Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints. arxiv: 2305.19068 [cs.CL] Jiaxin Bai Xin Liu Weiqi Wang Chen Luo and Yangqiu Song. 2023 a. Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints. arxiv: 2305.19068 [cs.CL]

4. Query2Particles: Knowledge Graph Reasoning with Particle Embeddings

5. Jiaxin Bai , Tianshi Zheng , and Yangqiu Song . 2023 b. Sequential Query Encoding For Complex Query Answering on Knowledge Graphs. CoRR , Vol. abs/ 2302 .13114 ( 2023 ). https://doi.org/10.48550/arXiv.2302.13114 showeprint[arXiv]2302.13114 10.48550/arXiv.2302.13114 Jiaxin Bai, Tianshi Zheng, and Yangqiu Song. 2023 b. Sequential Query Encoding For Complex Query Answering on Knowledge Graphs. CoRR, Vol. abs/2302.13114 (2023). https://doi.org/10.48550/arXiv.2302.13114 showeprint[arXiv]2302.13114

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1. Conditional Logical Message Passing Transformer for Complex Query Answering;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

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