LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting.
Haoxin LiuZhiyuan ZhaoJindong WangHarshavardhan KamarthiB. Aditya PrakashPublished in: ACL (Findings) (2024)
Keyphrases
- short term
- language model
- long term
- stock market
- language modeling
- chaotic time series
- document retrieval
- n gram
- information retrieval
- short term prediction
- language modelling
- retrieval model
- arima model
- probabilistic model
- query expansion
- speech recognition
- test collection
- short term and long term
- context sensitive
- pseudo relevance feedback
- short and long term
- ad hoc information retrieval
- load forecasting
- long term memory
- okapi bm
- medium term
- forecasting model
- language models for information retrieval
- language model for information retrieval
- document ranking
- statistical language models
- smoothing methods
- query specific
- wind speed
- translation model
- relevance model
- non stationary
- feature space