A Fast and Flexible FPGA-based Accelerator for Natural Language Processing Neural Networks.
Suyeon HurSeongmin NaDongup KwonJoonsung KimAndrew BoutrosEriko NurvitadhiJangwoo KimPublished in: ACM Trans. Archit. Code Optim. (2023)
Keyphrases
- natural language processing
- neural network
- machine learning
- information extraction
- field programmable gate array
- pattern recognition
- text mining
- genetic algorithm
- named entity recognition
- artificial neural networks
- knowledge representation
- semantic relations
- wordnet
- computational linguistics
- fault diagnosis
- machine translation
- sentiment analysis
- feed forward
- fuzzy logic
- text processing
- free text
- natural language
- hardware implementation
- recurrent neural networks
- text summarization
- semantic analysis
- computational biology
- hardware design
- rule extraction
- language processing
- application specific
- word sense disambiguation
- soft computing
- self organizing maps
- question answering
- general purpose
- data mining