Is "A Helpful Assistant" the Best Role for Large Language Models? A Systematic Evaluation of Social Roles in System Prompts.
Mingqian ZhengJiaxin PeiDavid JurgensPublished in: CoRR (2023)
Keyphrases
- language model
- social roles
- systematic evaluation
- language modeling
- comprehensive evaluation
- probabilistic model
- document retrieval
- n gram
- social networks
- query expansion
- information retrieval
- biomedical text
- test collection
- experimental evaluation
- context sensitive
- retrieval model
- human interactions
- vector space model
- pseudo relevance feedback
- query terms
- relevance model
- automatic query expansion
- online social networks
- smoothing methods
- multiword
- web search