Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models.
Mihir ParmarNisarg PatelNeeraj VarshneyMutsumi NakamuraMan LuoSantosh MashettyArindam MitraChitta BaralPublished in: CoRR (2024)
Keyphrases
- keywords
- language model
- systematic evaluation
- logical reasoning
- language modeling
- relevance model
- comprehensive evaluation
- biomedical text
- probabilistic model
- n gram
- formal semantics
- document retrieval
- search engine
- query expansion
- pseudo relevance feedback
- information retrieval
- language modelling
- automatic query expansion
- statistical language models
- experimental evaluation
- context sensitive
- retrieval model
- test collection
- smoothing methods
- query terms
- language models for information retrieval
- document representation
- vector space model
- machine learning
- semantic network
- information retrieval systems
- feature space