TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models.
Zheng ChuJingchang ChenQianglong ChenWeijiang YuHaotian WangMing LiuBing QinPublished in: ACL (1) (2024)
Keyphrases
- temporal reasoning
- comprehensive evaluation
- language model
- language modeling
- temporal constraints
- qualitative and quantitative
- n gram
- probabilistic model
- document retrieval
- temporal information
- query expansion
- information retrieval
- speech recognition
- temporal knowledge
- pseudo relevance feedback
- statistical language models
- temporal constraint networks
- retrieval model
- test collection
- language modelling
- constraint networks
- temporal relations
- path consistency
- vector space model
- context sensitive
- interval algebra
- query terms
- relevance model
- smoothing methods