TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models.
Zheng ChuJingchang ChenQianglong ChenWeijiang YuHaotian WangMing LiuBing QinPublished in: CoRR (2023)
Keyphrases
- temporal reasoning
- comprehensive evaluation
- language model
- language modeling
- temporal constraints
- qualitative and quantitative
- n gram
- probabilistic model
- document retrieval
- temporal information
- information retrieval
- retrieval model
- query expansion
- speech recognition
- context sensitive
- language modelling
- temporal constraint networks
- temporal knowledge
- constraint networks
- smoothing methods
- test collection
- pseudo relevance feedback
- temporal relations
- path consistency
- language models for information retrieval
- statistical language models
- relevance model
- vector space model
- query terms
- spoken term detection
- document ranking
- spatial information
- image retrieval