Training Large-Scale News Recommenders with Pretrained Language Models in the Loop.
Shitao XiaoZheng LiuYingxia ShaoTao DiBhuvan MiddhaFangzhao WuXing XiePublished in: KDD (2022)
Keyphrases
- language model
- language modeling
- probabilistic model
- language modelling
- speech recognition
- document retrieval
- information retrieval
- statistical language models
- test collection
- query expansion
- n gram
- retrieval model
- context sensitive
- recommender systems
- language models for information retrieval
- relevance model
- training set
- language model for information retrieval
- smoothing methods
- pseudo relevance feedback
- okapi bm
- document ranking
- news articles
- user profiles
- vector space model
- keywords
- news stories
- retrieval effectiveness
- document length
- web search
- active learning