Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation From Deductive, Inductive and Abductive Views.
Fangzhi XuQika LinJiawei HanTianzhe ZhaoJun LiuErik CambriaPublished in: CoRR (2023)
Keyphrases
- language model
- comprehensive evaluation
- language modeling
- deductive reasoning
- functional programs
- explanation based learning
- document retrieval
- n gram
- information retrieval
- probabilistic model
- speech recognition
- language modelling
- systematic evaluation
- query expansion
- retrieval model
- context sensitive
- test collection
- machine learning
- pseudo relevance feedback
- smoothing methods
- vector space model
- language models for information retrieval
- ad hoc information retrieval
- language model for information retrieval
- query terms
- statistical language models
- document length
- background knowledge
- logic programs
- query specific
- abductive reasoning
- passage retrieval
- relevance model
- knowledge representation
- xml documents
- translation model