BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering.
Haoyu WangTuo ZhaoJing GaoPublished in: CoRR (2024)
Keyphrases
- query generation
- language model
- query expansion
- language modeling
- retrieval model
- document retrieval
- information retrieval
- query formulation
- test collection
- probabilistic model
- n gram
- query terms
- statistical language models
- language models for information retrieval
- relevance model
- smoothing methods
- vector space model
- text retrieval
- pseudo relevance feedback
- document ranking
- information discovery
- patent retrieval
- relevance feedback
- active learning
- digital libraries
- text categorization
- query specific
- decision trees
- machine learning
- knowledge discovery