Behavior Sequence Transformer Applied on SERP Evaluation and Model Interpretation

Authors: X Dong, S Shen, J Jia, L Yu, Y Wang, P Zhang
Time: 2022
Journal: 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA)

Abstract

We present a Behavior Sequence Transformer (BST) approach for Search Engine Results Page (SERP) evaluation and model interpretation, enabling better understanding of search result rankings.

Keywords: behavior sequence, SERP, transformer, information retrieval

Citation

X Dong, S Shen, J Jia, L Yu, Y Wang, P Zhang, "Behavior Sequence Transformer Applied on SERP Evaluation and Model Interpretation," 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA), 2022.

Behavior Sequence Transformer Applied on SERP Evaluation and Model Interpretation

Authors: X Dong, S Shen, J Jia, L Yu, Y Wang, P Zhang
Time: 2022
Journal: 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA)

Abstract

We present a Behavior Sequence Transformer (BST) approach for Search Engine Results Page (SERP) evaluation and model interpretation, enabling better understanding of search result rankings.

Keywords: behavior sequence, SERP, transformer, information retrieval

Citation

X Dong, S Shen, J Jia, L Yu, Y Wang, P Zhang, "Behavior Sequence Transformer Applied on SERP Evaluation and Model Interpretation," 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA), 2022.