Solving Quantitative Reasoning Problems with Language Models.
Aitor LewkowyczAnders AndreassenDavid DohanEthan DyerHenryk MichalewskiVinay V. RamaseshAmbrose SloneCem AnilImanol SchlagTheo Gutman-SoloYuhuai WuBehnam NeyshaburGuy Gur-AriVedant MisraPublished in: CoRR (2022)
Keyphrases
- language model
- reasoning problems
- language modeling
- probabilistic model
- n gram
- description logics
- query expansion
- retrieval model
- decision procedures
- language modelling
- information retrieval
- computational properties
- reasoning tasks
- qualitative and quantitative
- statistical language models
- constraint satisfaction problems
- language models for information retrieval
- tree decomposition
- smoothing methods
- relevance model
- combinatorial optimization
- lower bound