Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition.
Zihan WangKewen ZhaoZilong WangJingbo ShangPublished in: CoRR (2022)
Keyphrases
- pilot study
- language model
- named entity recognition
- fine tuning
- information extraction
- named entities
- language modeling
- natural language processing
- probabilistic model
- conditional random fields
- information retrieval
- n gram
- text summarization
- maximum entropy
- semi supervised
- document retrieval
- query expansion
- relation extraction
- retrieval model
- query terms
- supervised learning
- smoothing methods
- computer games
- training set
- linguistic features
- generative model
- translation model
- key frames
- test collection
- text categorization
- higher order
- pseudo relevance feedback
- text mining
- learning algorithm