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