Can Clicks Be Both Labels and Features?: Unbiased Behavior Feature Collection and Uncertainty-aware Learning to Rank.

Tao Yang|Chen Luo|Hanqing Lu|Parth Gupta|Bing Yin|Qingyao Ai


Anthology ID:DBLP:conf/sigir/YangLLGYA22
Volume:SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
Year:2022
Venue:Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
Publisher:ACM
Pages:6-17
URL:https://doi.org/10.1145/3477495.3531948
DOI:https://doi.org/10.1145/3477495.3531948
DBLP:conf/sigir/YangLLGYA22
BibTeX:
@inproceedings{yang-2022-clicks, author = {Tao Yang and Chen Luo and Hanqing Lu and Parth Gupta and Bing Yin and Qingyao Ai}, editor = {Enrique Amig\'{o} and Pablo Castells and Julio Gonzalo and Ben Carterette and J. Shane Culpepper and Gabriella Kazai}, title = {{Can Clicks Be Both Labels and Features?: Unbiased Behavior Feature Collection and Uncertainty-aware Learning to Rank}}, booktitle = {{SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022}}, pages = {6--17}, publisher = {ACM}, year = {2022}, url = {https://doi.org/10.1145/3477495.3531948}, doi = {https://doi.org/10.1145/3477495.3531948} }