caiyinqiong/Semantic-Retrieval-Models
A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Review).
This project is a curated list of research papers focused on 'semantic retrieval' for various information retrieval tasks, such as finding answers to questions or retrieving relevant documents. It provides a comprehensive overview of methods, from classic techniques to modern neural models. This resource is for information retrieval researchers, helping them explore different semantic models for the initial stage of retrieving information.
337 stars. No commits in the last 6 months.
Use this if you are an information retrieval researcher looking for a comprehensive overview of semantic models for first-stage retrieval across various tasks like question answering or ad-hoc document retrieval.
Not ideal if you are looking for semantic models specifically for re-ranking retrieved information, as this collection focuses on the initial retrieval stage.
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Jun 17, 2023
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