Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs.
Lihui LiuZihao WangRuizhong QiuYikun BanEunice ChanYangqiu SongJingrui HeHanghang TongPublished in: CoRR (2024)
Keyphrases
- language model
- query terms
- query generation
- query specific
- complex queries
- relevance model
- query expansion
- answering queries
- query processing
- language modeling
- original query
- query evaluation
- user queries
- retrieval model
- query answers
- term dependencies
- query formulation
- document ranking
- information retrieval
- structured queries
- query result
- pseudo relevance feedback
- retrieval effectiveness
- document retrieval
- correct answers
- search queries
- n gram
- pseudo feedback
- language modelling
- probabilistic model
- web retrieval
- document length
- query suggestion
- query logs
- statistical language models
- probabilistic retrieval models
- short queries
- ad hoc retrieval
- data sources
- retrieval process
- result set
- web search engines
- test collection
- translation model
- statistical language modeling
- context dependent