Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models.
Zhiyuan HuChumin LiuXidong FengYilun ZhaoSee-Kiong NgAnh Tuan LuuJunxian HePang Wei KohBryan HooiPublished in: CoRR (2024)
Keyphrases
- language model
- information seeking
- language modeling
- probabilistic model
- information retrieval
- search tasks
- test collection
- document retrieval
- query expansion
- information retrieval systems
- speech recognition
- databases
- n gram
- web search
- interactive information retrieval
- language modelling
- retrieval model
- statistical language models