In this work, we provide the details about the process of establishing an end-to-end system for enterprise search on bilingual click-through dataset. The first part of the paper will be about the high-level workflow of the system. Then, in the second part we will elaborately mention about the ranking models to improve the search results in the vertical search of the technical documents in enterprise domain. Throughout the paper, we will mention the way which we combine the methods in IR literature. Finally, in the last part of the paper we will report our results using different ranking algorithms with $NDCG@k$ where k is the cut-off value.
翻译:在这项工作中,我们详细介绍了在双语点击通过数据集上建立企业搜索端对端系统的过程。文件的第一部分将涉及该系统的高水平工作流程。然后,在第二部分,我们将详细提及改进企业领域技术文件纵向搜索搜索结果的排名模型。在整个文件中,我们将提到我们如何将IR文献中的方法结合起来。最后一部分,我们将使用不同的排名算法报告我们的结果,K是截断值的K,即K,以$NDCG@k$报告我们的结果。