Introduction to Information Retrieval, Christopher D. Manning, Prabhakar Raghavan, and Hinrich Schütze, 2008 (Cambridge University Press) - 本书是信息检索领域的标准教材,全面涵盖了关键词搜索机制、倒排索引、TF-IDF 和 BM25 等传统搜索的基础知识。
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks, Nils Reimers and Iryna Gurevych, 2019Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) (Association for Computational Linguistics)DOI: 10.18653/v1/D19-1410 - 这篇论文介绍了Sentence-BERT,一种广泛采用的方法,用于从类BERT模型生成具有语义意义的句子嵌入,直接展示了语义搜索系统如何生成查询和文档向量。