HyperEmbed: Tradeoffs Between Resources and Performance in NLP Tasks with Hyperdimensional Computing Enabled Embedding of n-gram Statistics.
Pedro AlonsoKumar ShridharDenis KleykoEvgeny OsipovMarcus LiwickiPublished in: IJCNN (2021)
Keyphrases
- n gram
- part of speech
- language model
- language independent
- natural language processing
- text classification
- bag of words
- language modelling
- language modeling
- variable length
- inside outside algorithm
- word segmentation
- vector space
- text mining
- question answering
- transfer learning
- machine translation
- word sense disambiguation
- information extraction
- natural language
- viterbi algorithm
- machine learning
- character n grams
- databases
- web documents
- wordnet
- cross language
- relevance feedback
- knowledge representation