Using Language Models For Knowledge Acquisition in Natural Language Reasoning Problems.
Fangzhen LinZiyi ShouChengcai ChenPublished in: CoRR (2023)
Keyphrases
- language model
- reasoning problems
- knowledge acquisition
- natural language
- knowledge representation
- description logics
- language modeling
- machine learning
- decision procedures
- knowledge base
- reasoning tasks
- n gram
- probabilistic model
- document retrieval
- computational properties
- automated reasoning
- information retrieval
- constraint satisfaction problems
- expert systems
- retrieval model
- domain experts
- query expansion
- natural language processing
- language processing
- tree decomposition
- logic programming
- statistical language models
- information extraction
- model theoretic
- ontology languages
- smoothing methods
- language models for information retrieval
- modal logic
- theorem proving
- relevance model
- hidden markov models
- database systems