Self-Retrieval: Building an Information Retrieval System with One Large Language Model.
Qiaoyu TangJiawei ChenBowen YuYaojie LuCheng FuHaiyang YuHongyu LinFei HuangBen HeXianpei HanLe SunYongbin LiPublished in: CoRR (2024)
Keyphrases
- information retrieval systems
- language model
- retrieval model
- information retrieval
- query expansion
- language modeling
- document retrieval
- query terms
- document indexing
- retrieval systems
- retrieval effectiveness
- ad hoc information retrieval
- test collection
- n gram
- document collections
- relevance feedback
- user queries
- text retrieval
- relevant documents
- retrieval engine
- probabilistic model
- vector space model
- structured documents
- document ranking
- term frequency
- smoothing methods
- retrieval process
- term weighting
- language models for information retrieval
- document representation
- tf idf
- query specific
- relevance model
- structured queries
- retrieve documents
- search engine