Towards Benchmarking and Improving the Temporal Reasoning Capability of Large Language Models.
Qingyu TanHwee Tou NgLidong BingPublished in: CoRR (2023)
Keyphrases
- temporal reasoning
- language model
- language modeling
- temporal constraints
- document retrieval
- probabilistic model
- temporal information
- qualitative and quantitative
- n gram
- information retrieval
- retrieval model
- speech recognition
- spatial reasoning
- temporal constraint networks
- statistical language models
- constraint networks
- language modelling
- language models for information retrieval
- test collection
- smoothing methods
- context sensitive
- query expansion
- temporal knowledge
- vector space model
- document ranking
- ad hoc information retrieval
- language model for information retrieval
- path consistency
- translation model
- temporal relations
- constraint propagation
- pseudo relevance feedback
- relevance model
- co occurrence
- video sequences
- statistical language modeling
- bayesian networks
- knowledge base