Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models.
Zhihan ZhangShuohang WangWenhao YuYichong XuDan IterQingkai ZengYang LiuChenguang ZhuMeng JiangPublished in: CoRR (2023)
Keyphrases
- black box
- language model
- document ranking
- language modeling
- ad hoc information retrieval
- smoothing methods
- black boxes
- n gram
- language modelling
- probabilistic model
- document retrieval
- speech recognition
- context sensitive
- retrieval model
- relevance model
- query expansion
- document length
- white box
- information retrieval
- language models for information retrieval
- query specific
- statistical language models
- test collection
- integration testing
- pseudo relevance feedback
- expert finding
- white box testing
- pseudo feedback
- ranking algorithm
- test cases
- ranking functions
- query terms
- multimedia
- vector space model
- web search
- evaluation measures
- ranked list
- statistical language modeling
- question answering