Sketching Transformed Matrices with Applications to Natural Language Processing.
Yingyu LiangZhao SongMengdi WangLin YangXin YangPublished in: AISTATS (2020)
Keyphrases
- natural language processing
- information extraction
- semantic analysis
- machine learning
- computational linguistics
- natural language
- text mining
- wordnet
- language processing
- semantic relations
- free text
- question answering
- sketch recognition
- word sense disambiguation
- artificial intelligence
- singular value decomposition
- named entity recognition
- text summarization
- text processing
- named entities
- knowledge representation
- machine translation
- part of speech
- pairwise comparison
- matrix representation
- original data
- textual data
- singular values
- positive definite
- sparse matrix