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