Cross-modal Knowledge Graph Contrastive Learning for Machine Learning Method Recommendation

Author:

Cao Xianshuai1,Shi Yuliang2,Wang Jihu1,Yu Han3,Wang Xinjun2,Yan Zhongmin1

Affiliation:

1. School of Software, Shandong University, Jinan, China

2. School of Software, Shandong University; Dareway Software Co., Ltd, Jinan, China

3. School of Computer Science and Engineering, Nanyang Technological University, Singapore, Singapore

Funder

National Research Foundation, Singapore under its AI Singapore Programme

Future Communications Research \& Development Programme

Joint NTU-WeBank Research Centre on Fintech

Nanyang Assistant Professorship

National Key Research and Development Plan of China

RIE 2020 Advanced Manufacturing and Engineering (AME) Programmatic Fund

Publisher

ACM

Reference33 articles.

1. Sanjeev Arora Yingyu Liang and Tengyu Ma. 2017. A Simple but Tough-to-Beat Baseline for Sentence Embeddings. In ICLR. Sanjeev Arora Yingyu Liang and Tengyu Ma. 2017. A Simple but Tough-to-Beat Baseline for Sentence Embeddings. In ICLR.

2. DEKR

3. Lei Chen , Le Wu , Richang Hong , Kun Zhang , and Meng Wang . 2020. Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach. ArXiv , Vol. abs/ 2001 .10167 ( 2020 ). Lei Chen, Le Wu, Richang Hong, Kun Zhang, and Meng Wang. 2020. Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach. ArXiv, Vol. abs/2001.10167 (2020).

4. AVER

5. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. ArXiv , Vol. abs/ 1810 .04805 (2019). Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. ArXiv, Vol. abs/1810.04805 (2019).

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