Hypothesis Testing Prompting Improves Deductive Reasoning in Large Language Models.
Yitian LiJidong TianHao HeYaohui JinPublished in: CoRR (2024)
Keyphrases
- hypothesis testing
- language model
- deductive reasoning
- language modeling
- likelihood ratio
- n gram
- probabilistic model
- document retrieval
- language modelling
- speech recognition
- retrieval model
- statistical language models
- statistical tests
- information retrieval
- query expansion
- knowledge representation
- context sensitive
- language models for information retrieval
- test collection
- translation model
- test statistic
- knowledge base
- pseudo relevance feedback
- query terms
- confidence intervals
- hypothesis tests
- relevance model
- smoothing methods