Large Language Models are Built-in Autoregressive Search Engines.
Noah ZiemsWenhao YuZhihan ZhangMeng JiangPublished in: ACL (Findings) (2023)
Keyphrases
- language model
- autoregressive
- search engine
- information retrieval
- language modeling
- non stationary
- moving average
- probabilistic model
- random fields
- gaussian markov random field
- n gram
- speech recognition
- document retrieval
- query expansion
- retrieval model
- language modelling
- web search engines
- test collection
- web pages
- smoothing methods
- web search
- vector space model
- computer vision
- statistical language models
- query terms
- query logs
- retrieval systems
- relevance model
- document ranking
- machine learning
- statistical language modeling
- language models for information retrieval
- co occurrence
- pairwise
- term dependencies
- markov random field