Enhancing Large Language Models through Transforming Reasoning Problems into Classification Tasks.
Tarun RahejaRaunak SinhaAdvit DeepakWill HealyJayanth SrinivasaMyungjin LeeRamana KompellaPublished in: LREC/COLING (2024)
Keyphrases
- language model
- reasoning problems
- language modeling
- description logics
- decision procedures
- computational properties
- n gram
- probabilistic model
- information retrieval
- reasoning tasks
- query expansion
- tree decomposition
- retrieval model
- constraint satisfaction problems
- ontology languages
- language modelling
- relevance model
- statistical language models
- model theoretic
- language models for information retrieval
- expressive power
- query answering
- logic programming