Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication.
Weize ChenChenfei YuanJiarui YuanYusheng SuChen QianCheng YangRuobing XieZhiyuan LiuMaosong SunPublished in: CoRR (2024)
Keyphrases
- natural language
- knowledge representation
- machine learning
- natural language interface
- reasoning systems
- reasoning tasks
- language processing
- semantic analysis
- communication networks
- communication channels
- knowledge base
- human communication
- computer networks
- communication systems
- information exchange
- natural language processing
- multimedia
- analogical reasoning
- automated reasoning
- metadata
- natural language understanding
- natural language generation
- knowledge representation and reasoning
- conceptual representation
- model based reasoning
- communication overhead
- qualitative reasoning
- artificial intelligence
- reasoning process
- communication protocol
- information sharing
- communication patterns
- question answering