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