Adaptive Multi-view Rule Discovery for Weakly-Supervised Compatible Products Prediction

Author:

Zhang Rongzhi1,West Rebecca2,Cui Xiquan2,Zhang Chao3

Affiliation:

1. Georgia Institution of Technology, Atlanta, GA, USA

2. The Home Depot, Atlanta, GA, USA

3. Georgia Institute of Technology, Atlanta, GA, USA

Funder

Home Depot

NSF (National Science Foundation)

Publisher

ACM

Reference44 articles.

1. Abhijeet Awasthi , Sabyasachi Ghosh , Rasna Goyal , and Sunita Sarawagi . 2020 . Learning from Rules Generalizing Labeled Exemplars . In International Conference on Learning Representations. Abhijeet Awasthi, Sabyasachi Ghosh, Rasna Goyal, and Sunita Sarawagi. 2020. Learning from Rules Generalizing Labeled Exemplars. In International Conference on Learning Representations.

2. Benedikt Boecking Willie Neiswanger Eric Xing and Artur Dubrawski. 2021. Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling. In ICLR. Benedikt Boecking Willie Neiswanger Eric Xing and Artur Dubrawski. 2021. Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling. In ICLR.

3. Language Models are Few-Shot Learners;Brown Tom;Advances in Neural Information Processing Systems,2020

4. Xiang Chen , Xin Xie , Ningyu Zhang , Jiahuan Yan , Shumin Deng , Chuanqi Tan , Fei Huang , Luo Si , and Huajun Chen . 2021 . Adaprompt: Adaptive prompt-based finetuning for relation extraction. arXiv preprint arXiv:2104.07650 (2021). Xiang Chen, Xin Xie, Ningyu Zhang, Jiahuan Yan, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, and Huajun Chen. 2021. Adaprompt: Adaptive prompt-based finetuning for relation extraction. arXiv preprint arXiv:2104.07650 (2021).

5. Hong Cheng , Xifeng Yan , Jiawei Han , and Chih-Wei Hsu . 2007. Discriminative frequent pattern analysis for effective classification . In ICDE. IEEE , 716--725. Hong Cheng, Xifeng Yan, Jiawei Han, and Chih-Wei Hsu. 2007. Discriminative frequent pattern analysis for effective classification. In ICDE. IEEE, 716--725.

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1. Bounds on depth of decision trees derived from decision rule systems with discrete attributes;Annals of Mathematics and Artificial Intelligence;2024-02-08

2. Local Boosting for Weakly-Supervised Learning;Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2023-08-04

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