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