Batch Prompting: Efficient Inference with Large Language Model APIs.
Zhoujun ChengJungo KasaiTao YuPublished in: EMNLP (Industry Track) (2023)
Keyphrases
- language model
- efficient inference
- language modeling
- probabilistic model
- probabilistic inference
- conditional random fields
- n gram
- hidden variables
- exact inference
- markov random field
- fully connected
- graphical models
- approximate inference
- markov networks
- information retrieval
- mixture model
- human pose estimation
- smoothing methods
- graph structure
- structured prediction
- bayesian networks
- latent variables
- higher order
- posterior probability
- random variables
- parameter estimation
- maximum likelihood
- high dimensional
- natural language
- learning algorithm