Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization.
Haode ZhangHaowen LiangYuwei ZhangLi-Ming ZhanXiao-Ming WuXiaolei LuAlbert Y. S. LamPublished in: CoRR (2022)
Keyphrases
- language model
- fine tuning
- pre trained
- language modeling
- training examples
- fine tuned
- document retrieval
- probabilistic model
- information retrieval
- language modelling
- speech recognition
- supervised learning
- training data
- n gram
- statistical language models
- query expansion
- retrieval model
- object detection
- test collection
- semi supervised
- smoothing methods
- learning algorithm
- language models for information retrieval
- training set
- translation model
- machine learning
- unsupervised learning
- relevance model
- feature selection
- training samples
- small number
- hidden markov models
- feature space
- video sequences
- multimedia
- data sets