Search Beyond Queries: Training Smaller Language Models for Web Interactions via Reinforcement Learning.
Moghis FereidouniA. B. SiddiquePublished in: CoRR (2024)
Keyphrases
- language model
- query generation
- query specific
- query terms
- search queries
- web queries
- language modeling
- user queries
- relevance model
- query expansion
- n gram
- speech recognition
- probabilistic model
- query formulation
- original query
- search logs
- document ranking
- query logs
- language modelling
- document retrieval
- web retrieval
- result set
- keyword queries
- retrieval model
- anchor text
- query interface
- information retrieval
- query suggestion
- statistical language models
- web pages
- term dependencies
- smoothing methods
- retrieval effectiveness
- web search engines
- web documents
- language models for information retrieval
- retrieval process
- relevance scores
- structured queries
- pseudo relevance feedback
- vector space model
- linked data
- test collection
- search sessions
- web mining
- query topic
- information retrieval systems
- search engine