"We Need Structured Output": Towards User-centered Constraints on Large Language Model Output.
Michael Xieyang LiuFrederick LiuAlexander J. FiannacaTerry KooLucas DixonMichael TerryCarrie J. CaiPublished in: CoRR (2024)
Keyphrases
- language model
- user centered
- structured output
- language modeling
- probabilistic model
- n gram
- information retrieval
- query expansion
- retrieval model
- latent variables
- multiclass classification
- maximum margin
- design process
- multimedia databases
- context sensitive
- conditional random fields
- image segmentation
- multi class
- structured prediction
- test collection
- context aware
- text classification
- discriminative learning
- statistical machine translation
- high dimensional
- natural language
- bayesian networks
- prior knowledge
- text mining