A Survey of Knowledge-Intensive NLP with Pre-Trained Language Models.
Da YinLi DongHao ChengXiaodong LiuKai-Wei ChangFuru WeiJianfeng GaoPublished in: CoRR (2022)
Keyphrases
- knowledge intensive
- language model
- pre trained
- knowledge acquisition
- natural language processing
- language modeling
- training data
- training examples
- probabilistic model
- retrieval model
- n gram
- information retrieval
- query expansion
- information extraction
- natural language
- speech recognition
- language models for information retrieval
- control signals
- machine translation
- knowledge management
- statistical language models
- question answering
- software development
- human resources
- text mining
- law enforcement
- machine learning
- smoothing methods
- small number
- case study
- decision trees
- information systems
- information integration
- bayesian networks
- learning algorithm
- labeled data
- expert systems