Large Language Model Powered Agents for Information Retrieval.
An ZhangYang DengYankai LinXu ChenJi-Rong WenTat-Seng ChuaPublished in: SIGIR (2024)
Keyphrases
- language model
- information retrieval
- language modeling
- query expansion
- document retrieval
- retrieval model
- probabilistic model
- test collection
- n gram
- vector space model
- speech recognition
- language modelling
- document length
- smoothing methods
- retrieval effectiveness
- query terms
- ir models
- document ranking
- mixture model
- context sensitive
- cross lingual
- translation model
- statistical language models
- ad hoc information retrieval
- language modeling approaches
- statistical machine translation
- trec collections
- tf idf
- query specific
- information retrieval systems
- relevance model
- pseudo relevance feedback
- term dependencies
- text retrieval
- relevant documents
- document collections
- language modeling framework
- relevance feedback
- language models for information retrieval
- search engine