Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models.
Zhihan ZhangShuohang WangWenhao YuYichong XuDan IterQingkai ZengYang LiuChenguang ZhuMeng JiangPublished in: EMNLP (Findings) (2023)
Keyphrases
- black box
- language model
- document ranking
- language modeling
- smoothing methods
- ad hoc information retrieval
- n gram
- black boxes
- query specific
- document retrieval
- context sensitive
- query expansion
- language modelling
- relevance model
- document length
- information retrieval
- white box
- speech recognition
- statistical language models
- retrieval model
- language models for information retrieval
- probabilistic model
- test collection
- integration testing
- pseudo feedback
- test cases
- pseudo relevance feedback
- vector space model
- ranking functions
- ranking algorithm
- inter document similarities
- white box testing
- labor intensive
- query terms
- training data