Recollection versus Imagination: Exploring Human Memory and Cognition via Neural Language Models.
Maarten SapEric HorvitzYejin ChoiNoah A. SmithJames W. PennebakerPublished in: ACL (2020)
Keyphrases
- language model
- human memory
- associative memory
- cognitive architecture
- cognitive models
- information processing
- human cognition
- cognitive science
- human learning
- language modeling
- document retrieval
- n gram
- human brain
- probabilistic model
- cognitive processes
- information retrieval
- neural network
- retrieval model
- artificial intelligence
- query expansion
- episodic memory
- spreading activation
- cognitive model
- test collection
- biological systems
- computational model
- cognitive modeling
- smoothing methods
- cognitive psychology
- knowledge structures
- working memory
- learning strategies
- computational models
- active learning
- neural network model
- lifelog
- learning tasks