Retrieval-Augmented Domain Adaptation of Language Models.
Benfeng XuChunxu ZhaoWenbin JiangPengfei ZhuSongtai DaiChao PangZhuo SunShuohuan WangYu SunPublished in: RepL4NLP@ACL (2023)
Keyphrases
- language model
- domain adaptation
- retrieval model
- document retrieval
- test collection
- query expansion
- language models for information retrieval
- information retrieval
- language modeling
- statistical language models
- document ranking
- probabilistic model
- smoothing methods
- n gram
- relevance model
- cross domain
- document level
- multiple sources
- semi supervised
- passage retrieval
- semi supervised learning
- labeled data
- vector space model
- transfer learning
- test data
- information retrieval systems
- sentiment classification
- machine learning
- statistical language modeling
- retrieval systems
- target domain
- pseudo relevance feedback
- relevant documents
- cross lingual
- search engine
- decision trees
- vector space
- supervised learning