NxMTransformer: Semi-Structured Sparsification for Natural Language Understanding via ADMM.
Connor HolmesMinjia ZhangYuxiong HeBo WuPublished in: CoRR (2021)
Keyphrases
- semi structured
- natural language understanding
- text understanding
- structured data
- natural language
- information extraction
- natural language processing
- semantic analysis
- knowledge representation
- language understanding
- data model
- semi structured data
- information integration
- semantic representations
- web documents
- total variation
- text mining
- dialogue system
- data extraction
- free text
- structured knowledge
- convex optimization
- wrapper generation
- spoken dialog systems
- web data sources
- data collections
- unstructured data
- alternating direction method of multipliers
- web data extraction
- knowledge rich
- semi structured documents
- data sets
- denoising
- data sources
- low level
- high level
- database