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