Assessing "Implicit" Retrieval Robustness of Large Language Models.
Xiaoyu ShenRexhina BlloshmiDawei ZhuJiahuan PeiWei ZhangPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- test collection
- query expansion
- language models for information retrieval
- language modeling
- ad hoc information retrieval
- information retrieval
- query terms
- document ranking
- cross language retrieval
- statistical language models
- smoothing methods
- n gram
- relevance model
- document length
- probabilistic model
- query generation
- query specific
- document level
- retrieval effectiveness
- speech recognition
- language modelling
- pseudo relevance feedback
- passage retrieval
- okapi bm
- text retrieval
- term dependencies
- ir models
- pseudo feedback
- tf idf
- retrieval systems
- term frequency
- sentence retrieval
- retrieval method
- translation model
- vector space model
- context sensitive
- relevance feedback
- term proximity
- retrieval process
- probabilistic retrieval models
- out of vocabulary
- expert finding
- average precision
- relevant documents
- image database
- search engine