Hurtful words: quantifying biases in clinical contextual word embeddings.
Haoran ZhangAmy X. LuMohamed AbdallaMatthew B. A. McDermottMarzyeh GhassemiPublished in: CHIL (2020)
Keyphrases
- n gram
- related words
- english words
- word recognition
- word sense disambiguation
- word meaning
- unknown words
- word pairs
- word frequencies
- text corpus
- multiword
- word segmentation
- syntactic categories
- linguistic information
- context sensitive
- keywords
- word spotting
- lexical information
- contextual information
- linguistic knowledge
- word similarity
- lexical features
- chinese word segmentation
- spoken document retrieval
- speech recognition systems
- word meanings
- query words
- latent topics
- stop words
- word co occurrence
- noun phrases
- compound words
- distributional clustering
- automatic transcription
- word frequency
- syntactic analysis
- word level
- translation model
- vector space
- handwritten words
- co occurrence
- wordnet
- printed text
- clinical data
- natural language text
- word order
- context dependent
- numeral strings
- speech recognition
- training corpus
- frequency counts
- language independent
- character recognition
- semantic relations
- text documents
- word sense
- low dimensional
- arabic documents
- language model