GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering.
Yoonseok YangKyu Seok KimMinsam KimJuneyoung ParkPublished in: CoRR (2022)
Keyphrases
- fine tuning
- language model
- pre trained
- collaborative filtering
- language modeling
- training data
- recommender systems
- information retrieval
- document retrieval
- training examples
- speech recognition
- n gram
- image retrieval
- probabilistic model
- retrieval model
- query expansion
- test collection
- statistical language models
- multimedia
- relevance feedback
- language modelling
- control signals
- user preferences
- personalized recommendation
- smoothing methods
- video search
- improve retrieval effectiveness
- document ranking
- relevance model
- neural network
- small number
- dimensionality reduction