A Two-Stage Adaptation of Large Language Models for Text Ranking.
Longhui ZhangYanzhao ZhangDingkun LongPengjun XieMeishan ZhangMin ZhangPublished in: ACL (Findings) (2024)
Keyphrases
- language model
- document ranking
- document level
- information retrieval
- smoothing methods
- language modeling
- ad hoc information retrieval
- document retrieval
- text retrieval
- n gram
- query expansion
- probabilistic model
- relevance model
- ranking functions
- language models for information retrieval
- retrieval model
- speech recognition
- multiword
- query specific
- statistical language models
- language modelling
- test collection
- document length
- ranking algorithm
- context sensitive
- query terms
- keywords
- vector space model
- pseudo relevance feedback
- pseudo feedback
- sentence level
- text mining
- expert search
- retrieval effectiveness
- web search
- expert finding
- cross lingual
- inter document similarities
- okapi bm
- evaluation measures
- video search
- ranked list
- web documents
- document collections
- information extraction
- search engine