LogEval: A Comprehensive Benchmark Suite for Large Language Models In Log Analysis.
Tianyu CuiShiyu MaZiang ChenTong XiaoShimin TaoYilun LiuShenglin ZhangDuoming LinChangchang LiuYuzhe CaiWeibin MengYongqian SunDan PeiPublished in: CoRR (2024)
Keyphrases
- language model
- log analysis
- benchmark suite
- language modeling
- user behavior
- log data
- probabilistic model
- log files
- information retrieval
- document retrieval
- language modelling
- n gram
- query logs
- test collection
- statistical language models
- web search engines
- retrieval model
- query expansion
- query terms
- language models for information retrieval
- web search
- relevance model
- website
- smoothing methods
- web mining
- search engine
- search behavior
- search logs
- user interaction
- hidden markov models
- database systems