query 理解参考资料

last modify

keywords: Query 理解, 查询理解 (QU, Query Understanding)

• 综述

• NER

• query 扩展/改写

  • 同义词

    • 缩略词

综述

博客

• 搜索中的 Query 理解及应用_夕小瑶的博客 - CSDN 博客

• 业界总结｜搜索中的Query理解 - 知乎

• Query理解在美团搜索中的应用 - 知乎

• 大话搜索query理解 - 知乎

论文

NER

博客

• 电商搜索QP：Tagging - 知乎

query 扩展/改写

博客

• 电商搜索QP：Query改写 - 知乎

论文

• [2103.00800] Query Rewriting via Cycle-Consistent Translation for E-Commerce Search

• Azad, Hiteshwar Kumar, and Akshay Deepak. "Query expansion techniques for information retrieval: a survey." Information Processing & Management 56.5 (2019): 1698-1735.

• Unsupervised synonym extraction for document enhancement in e-commerce search - Amazon Science

• Prathyusha Senthil Kumar et al. “Mickey Mouse is not a Phrase: Improving Relevance in E-Commerce with Multiword Expressions” Proceedings of the 10th Workshop on Multiword Expressions (MWE)(2014): n. pag.

同义词

• Hanqing Lu et al. “Unsupervised synonym extraction for document enhancement in e-commerce search” (2021).

缩略词

• Ariel S. Schwartz and Marti A. Hearst. “A simple algorithm for identifying abbreviation definitions in biomedical text..” pacific symposium on biocomputing(2002): n. pag.

  https://github.com/philgooch/abbreviation-extraction

• [1206.4522] BADREX: In situ expansion and coreference of biomedical abbreviations using dynamic regular expressions

  https://github.com/philgooch/BADREX-Biomedical-Abbreviation-Expander