Efficiency optimization of large-scale language models based on deep learning in natural language processing tasks.
Taiyuan MeiYun ZiXiaohan ChengZijun GaoQi WangHaowei YangPublished in: CoRR (2024)
Keyphrases
- language model
- deep learning
- natural language processing
- machine learning
- language modeling
- n gram
- probabilistic model
- information retrieval
- language modelling
- query expansion
- unsupervised learning
- document retrieval
- unsupervised feature learning
- test collection
- retrieval model
- statistical language models
- mental models
- relevance model
- language models for information retrieval
- information extraction
- generative model
- text mining
- smoothing methods
- wordnet
- named entity recognition
- natural language
- question answering
- semantic relations
- co occurrence
- object recognition
- pattern recognition
- data mining