Words as a window: Using word embeddings to explore the learned representations of Convolutional Neural Networks.
Dhanush DharmaretnamChris FosterAlona FyshePublished in: Neural Networks (2021)
Keyphrases
- convolutional neural networks
- n gram
- related words
- english words
- word sense disambiguation
- word meaning
- unknown words
- word recognition
- word pairs
- word segmentation
- word frequencies
- text corpus
- word co occurrence
- lexical information
- multiword
- keywords
- linguistic knowledge
- linguistic information
- word spotting
- convolutional network
- stop words
- query words
- chinese word segmentation
- co occurrence
- syntactic categories
- word similarity
- distributional clustering
- handwritten words
- latent topics
- training corpus
- speech recognition systems
- automatic transcription
- word sense
- natural language text
- text documents
- lexical features
- out of vocabulary
- vector space
- chinese text
- natural language processing
- word meanings
- frequency counts
- text classification
- noun phrases
- language model
- punctuation marks
- text categorization
- part of speech
- compound words
- feature extraction
- printed text
- named entities
- topic models
- language specific
- set of training images