A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting.
He ChangChenchen YeZhulin TaoJie WuZhengmao YangYunshan MaXianglin HuangTat-Seng ChuaPublished in: CoRR (2024)
Keyphrases
- comprehensive evaluation
- language model
- temporal events
- language modeling
- spatio temporal
- n gram
- temporal constraints
- temporal information
- probabilistic model
- information retrieval
- temporal patterns
- document retrieval
- retrieval model
- test collection
- query expansion
- language modelling
- smoothing methods
- statistical language models
- pseudo relevance feedback
- query terms
- sequential data
- language models for information retrieval
- temporal reasoning
- document ranking
- data streams
- temporal data
- data analysis
- statistical language modeling
- machine learning