API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access.
Jiayuan SuJing LuoHongwei WangLu ChengPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- conformal prediction
- n gram
- probabilistic model
- document retrieval
- language modelling
- information retrieval
- speech recognition
- statistical language models
- query expansion
- test collection
- language models for information retrieval
- retrieval model
- smoothing methods
- ridge regression
- confidence levels
- translation model
- relevance model
- regression analysis
- document ranking
- machine learning
- feature extraction
- neural network