Benchmarking Retrieval-Augmented Large Language Models in Biomedical NLP: Application, Robustness, and Self-Awareness.
Mingchen LiZaifu ZhanHan YangYongkang XiaoJiatan HuangRui ZhangPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- test collection
- language modeling
- query expansion
- information retrieval
- language models for information retrieval
- probabilistic model
- n gram
- statistical language models
- ad hoc information retrieval
- passage retrieval
- speech recognition
- language modelling
- relevance model
- question answering
- document length
- retrieval effectiveness
- sentence retrieval
- term dependencies
- document ranking
- context sensitive
- information extraction
- natural language
- document level
- smoothing methods
- average precision
- query specific
- query terms
- out of vocabulary
- document collections
- information retrieval systems
- text mining
- natural language processing