thu-keg / entity_alignment_papers Goto Github PK

"[CycTEA: Ensemble Semi-supervised Entity Alignment via Cycle-teaching]", Kexuan Xin, Zequn Sun, Wen Hua, Bing Liu, Wei Hu, Jianfeng Qu, Xiaofang Zhou, 2022 AAAI
code: https://github.com/JadeXIN/CycTEA
paper: https://www.aaai.org/AAAI22Papers/AAAI-5065.XinK.pdf

Standard datasets include DBP15k, WK160k for multilingual and other monolingual ones

Weakly Supervised Entity Alignment with Positional Inspiration. Wei Tang,Fenglong Su,Haifeng Sun,Qi Qi,Jingyu Wang,Shimin Tao,Hao Yang (WSDM 2023) [paper] [code]

30. CEAFF: "Collective Embedding-based Entity Alignment via Adaptive Features". Weixin Zeng, Xiang Zhao, Jiuyang Tang, Xuemin Lin. (ICDE 2020)

首先 ICDE 2020 发的是 CEA （不是CEAFF），Collective Entity Alignment via Adaptive Features。这正是 paper。
其次，CEAFF 是另一篇文章，Reinforcement Learning based Collective Entity Alignment with Adaptive Features。这是 2021年1月挂出的文章，5月被接收 https://dl.acm.org/doi/10.1145/3446428 。

[84]EMEA: "Guiding Neural Entity Alignment with Compatibility". Bing Liu, Harrisen Scells, Wen Hua, Guido Zuccon, Genghong Zhao, Xia Zhang. (EMNLP 2022) [paper][code]
中paper对应链接失效，更新为https://arxiv.org/abs/2211.15833

EMEA: "Guiding Neural Entity Alignment with Compatibility". Bing Liu, Harrisen Scells, Wen Hua, Guido Zuccon, Genghong Zhao, Xia Zhang. (EMNLP 2022)[paper][code]

想知道有单独查询某一门课程的学生详细行为记录的功能吗，想做数据可视化，但是数据集太大了，没办法从里面筛出特定的一门课程

STEA: "Dependency-aware Self-training for Entity Alignment". Bing Liu, Tiancheng Lan, Wen Hua, Guido Zuccon. (WSDM 2023) [paper] [code]

正确地址应该为 https://github.com/cwswork/RPR_RHGT （下划线改为短横）

https://github.com/MaoXinn/LightEA/

https://aclanthology.org/2022.acl-long.405/

[https://arxiv.org/abs/2005.00171](Cross-lingual Entity Alignment for Knowledge Graphs with Incidental Supervision from Free Text)

在dbp15k等老数据集上，现在的实体对齐方法都已经99%。
实体对齐这个任务有什么新数据集嘛？
还有研究的潜力嘛？

https: //github.com/DexterZeng/CEAFF