Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming.
Hanlin ZhangJiani HuangZiyang LiMayur NaikEric P. XingPublished in: ACL (Findings) (2023)
Keyphrases
- language model
- logical reasoning
- language modeling
- n gram
- document retrieval
- language modelling
- probabilistic model
- information retrieval
- query expansion
- speech recognition
- statistical language models
- retrieval model
- context sensitive
- language models for information retrieval
- formal semantics
- ad hoc information retrieval
- test collection
- word error rate
- query terms
- vector space model
- smoothing methods
- relevance model
- document ranking
- high level
- bayesian networks
- passage retrieval
- translation model
- machine learning
- co occurrence
- okapi bm