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