Does an LSTM forget more than a CNN? An empirical study of catastrophic forgetting in NLP.
Gaurav AroraAfshin RahimiTimothy BaldwinPublished in: ALTA (2019)
Keyphrases
- natural language processing
- cellular neural networks
- recurrent neural networks
- text mining
- question answering
- convolutional neural network
- natural language
- computational linguistics
- information extraction
- incremental learning
- image processing
- machine translation
- language processing
- field of natural language processing
- textual entailment
- natural language understanding
- text analysis
- free text
- wordnet
- text processing
- linguistic analysis
- lexical semantics
- information systems