Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training.
Feiteng FangYuelin BaiShiwen NiMin YangXiaojun ChenRuifeng XuPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- ad hoc information retrieval
- test collection
- query expansion
- information retrieval
- language models for information retrieval
- language modeling
- query terms
- relevance model
- n gram
- cross language retrieval
- document ranking
- document length
- smoothing methods
- statistical language models
- query generation
- speech recognition
- probabilistic model
- okapi bm
- passage retrieval
- language modelling
- pseudo feedback
- context sensitive
- query specific
- term dependencies
- statistical language modeling
- ir models
- retrieval effectiveness
- information retrieval systems
- text retrieval
- out of vocabulary
- document level
- pseudo relevance feedback
- image database
- relevant documents
- probabilistic retrieval models
- ad hoc retrieval
- vector space model
- image retrieval
- bayesian networks