Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models.
Tushar KhotDaniel KhashabiKyle RichardsonPeter ClarkAshish SabharwalPublished in: NAACL-HLT (2021)
Keyphrases
- complex systems
- multiple tasks
- information retrieval
- learning models
- fully connected
- language acquisition
- knowledge base
- learned models
- learning process
- active learning
- learning systems
- hidden variables
- multi task
- learning tasks
- accurate models
- programming language
- text mining
- structured prediction
- prior knowledge
- learning algorithm
- text to speech
- language generation
- previously learned
- connectionist networks
- database
- computational linguistics
- text retrieval
- model selection
- knowledge acquisition
- probabilistic model
- keywords
- neural network