Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought.
Abulhair SaparovHe HePublished in: ICLR (2023)
Keyphrases
- formal analysis
- language model
- language modeling
- document retrieval
- probabilistic model
- retrieval model
- n gram
- query expansion
- speech recognition
- language modelling
- information retrieval
- language models for information retrieval
- statistical language models
- ad hoc information retrieval
- formal methods
- query terms
- smoothing methods
- agent model
- vector space model
- relevance model
- test collection
- ban logic
- feature selection
- context sensitive
- language model for information retrieval
- document ranking
- pseudo relevance feedback
- artificial intelligence
- knowledge acquisition
- software engineering
- knn
- active learning