ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base.
Siyu YuanJiangjie ChenChangzhi SunJiaqing LiangYanghua XiaoDeqing YangPublished in: ACL (1) (2024)
Keyphrases
- language model
- analogical reasoning
- knowledge base
- language modeling
- case base
- probabilistic model
- n gram
- document retrieval
- information retrieval
- query expansion
- statistical language models
- case based reasoning
- retrieval model
- language modelling
- speech recognition
- language model for information retrieval
- expert systems
- context sensitive
- vector space model
- relevance model
- ad hoc information retrieval
- test collection
- wordnet
- pseudo relevance feedback
- language models for information retrieval
- knowledge acquisition
- smoothing methods
- query terms
- document ranking
- past experience
- knowledge representation