Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training.
Feiteng FangYuelin BaiShiwen NiMin YangXiaojun ChenRuifeng XuPublished in: ACL (1) (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- query expansion
- test collection
- information retrieval
- language modeling
- language models for information retrieval
- ad hoc information retrieval
- query terms
- cross language retrieval
- statistical language models
- smoothing methods
- document length
- n gram
- relevance model
- document ranking
- query generation
- language modelling
- retrieval effectiveness
- passage retrieval
- document level
- probabilistic model
- speech recognition
- context sensitive
- okapi bm
- statistical language modeling
- retrieval systems
- ir models
- term weighting
- query specific
- pseudo feedback
- probabilistic retrieval models
- pseudo relevance feedback
- term dependencies
- retrieval process
- average precision
- translation model
- tf idf
- text retrieval
- keywords
- term frequency
- text classification