Not All Negatives Are Worth Attending to: Meta-Bootstrapping Negative Sampling Framework for Link Prediction
Author:
Affiliation:
1. Ant Group, Beijing, China
2. Ant Group, Hangzhou, China
3. Ant Group, Shanghai, China
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3616855.3635840
Reference55 articles.
1. Kian Ahrabian Aarash Feizi Yasmin Salehi William L Hamilton and Avishek Joey Bose. 2020. Structure aware negative sampling in knowledge graphs. In EMNLP.
2. Maxime Bucher Stéphane Herbin and Frédéric Jurie. 2016. Hard negative mining for metric learning based zero-shot classification. In ECCV. 524--531.
3. Liwei Cai and William Yang Wang. 2017. Kbgan: Adversarial learning for knowledge graph embeddings. In NAACL.
4. Hugo Caselles-Dupré Florian Lesaint and Jimena Royo-Letelier. 2018. Word2vec applied to recommendation: Hyperparameters matter. In RecSys. 352--356.
5. Benjamin Paul Chamberlain Sergey Shirobokov Emanuele Rossi Fabrizio Frasca Thomas Markovich Nils Hammerla Michael M Bronstein and Max Hansmire. 2023. Graph Neural Networks for Link Prediction with Subgraph Sketching. In ICLR.
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3