Select High-quality Synthetic QA Pairs to Augment Training Data in MRC under the Reward Guidance of Generative Language Models.
Jing JinHoufeng WangPublished in: LREC/COLING (2024)
Keyphrases
- language model
- training data
- language modeling
- passage retrieval
- probabilistic model
- n gram
- question answering
- speech recognition
- document retrieval
- retrieval model
- language modelling
- information retrieval
- query expansion
- discriminative methods
- generative model
- training set
- decision trees
- test collection
- ad hoc information retrieval
- context sensitive
- learning algorithm
- supervised learning
- language modeling framework
- query terms
- smoothing methods
- relevance model
- statistical language models
- sentence retrieval
- language models for information retrieval
- machine learning
- classification accuracy
- query specific
- pseudo relevance feedback
- text retrieval
- document images
- language model for information retrieval