Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text.
Zhun YangAdam IshayJoohyung LeePublished in: CoRR (2023)
Keyphrases
- logic programming
- language model
- reasoning tasks
- logic programs
- knowledge representation and reasoning
- knowledge base
- knowledge representation
- information retrieval
- knowledge representation language
- reasoning about actions
- language modeling
- computational logic
- probabilistic model
- document retrieval
- nonmonotonic reasoning
- deductive databases
- logic programming language
- defeasible argumentation
- cooperative multi agent
- n gram
- answer set programming
- probabilistic reasoning
- retrieval model
- constraint logic programming
- query expansion
- programming language
- stable models
- answer sets
- smoothing methods
- default logic
- normal logic programs
- text retrieval
- text mining
- language models for information retrieval
- probabilistic logic
- relevance model
- test collection
- description logics
- natural language
- high level