Multi-Feature Integration for Perception-Dependent Examination-Bias Estimation

1 code implementation • 27 Feb 2023 • Xiaoshu Chen, Xiangsheng Li, Kunliang Wei, Bin Hu, Lei Jiang, Zeqian Huang, Zhanhui Kang

Eliminating examination bias accurately is pivotal to apply click-through data to train an unbiased ranking model.

Pretraining De-Biased Language Model with Large-scale Click Logs for Document Ranking

1 code implementation • 27 Feb 2023 • Xiangsheng Li, Xiaoshu Chen, Kunliang Wei, Bin Hu, Lei Jiang, Zeqian Huang, Zhanhui Kang

Pre-trained language models have achieved great success in various large-scale information retrieval tasks.

Document Ranking Information Retrieval +2