Pathologies of Pre-trained Language Models in Few-shot Fine-tuning.
Hanjie ChenGuoqing ZhengAhmed Hassan AwadallahYangfeng JiPublished in: CoRR (2022)
Keyphrases
- fine tuning
- language model
- pre trained
- training data
- language modeling
- probabilistic model
- speech recognition
- n gram
- document retrieval
- query expansion
- video shots
- training examples
- information retrieval
- retrieval model
- video sequences
- language modelling
- control signals
- video data
- key frames
- video content
- visual features
- statistical language models
- language models for information retrieval
- test collection
- smoothing methods
- relevance model
- news video
- training set
- data sets
- feature selection
- computer vision