Improving Attributed Text Generation of Large Language Models via Preference Learning.
Dongfang LiZetian SunBaotian HuZhenyu LiuXinshuo HuXuebo LiuMin ZhangPublished in: ACL (Findings) (2024)
Keyphrases
- language model
- preference learning
- text generation
- language modeling
- document retrieval
- ordinal regression
- natural language generation
- probabilistic model
- ranking functions
- information retrieval
- gaussian processes
- n gram
- natural language
- query expansion
- test collection
- smoothing methods
- active learning
- recommender systems
- relevance model
- pairwise comparison
- language models for information retrieval
- machine learning
- knowledge representation
- theorem prover
- binary classification
- similarity measure