Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback.
Katherine TianEric MitchellAllan ZhouArchit SharmaRafael RafailovHuaxiu YaoChelsea FinnChristopher D. ManningPublished in: EMNLP (2023)
Keyphrases
- language model
- fine tuned
- confidence scores
- language modeling
- n gram
- probabilistic model
- document retrieval
- information retrieval
- fine tuning
- statistical language models
- test collection
- language modelling
- retrieval model
- query expansion
- smoothing methods
- mixture model
- document ranking
- context sensitive
- language models for information retrieval
- multi view
- domain specific
- spoken term detection
- relevance model
- bag of words
- image classification
- image segmentation