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working memory

51 papers

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WM

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language model (4599) large language model (13587) recurrent neural network (1790) attention mechanism (4001) reinforcement learning (4352) neural network (6616) language acquisition (113) cognitive modeling (198) representation learning (6206) unsupervised learning (3264)

Papers

Transformer Working Memory Enables Regular Language Reasoning And Natural Language Length Extrapolation EMNLP 2023
Training biologically plausible recurrent neural networks on cognitive tasks with long-term dependencies NIPS 2023
Transformer-based Working Memory for Multiagent Reinforcement Learning with Action Parsing NIPS 2022
Characterizing Verbatim Short-Term Memory in Neural Language Models CONLL 2022
Characterizing Verbatim Short-Term Memory in Neural Language Models EMNLP 2022
Is the Brain Mechanism for Hierarchical Structure Building Universal Across Languages? An fMRI Study of Chinese and English EMNLP 2022
Transfer Reinforcement Learning Using Output-Gated Working Memory AAAI 2020
Memory-bounded Neural Incremental Parsing for Psycholinguistic Prediction ACL 2020
Acquiring language from speech by learning to remember and predict EMNLP 2020
CogLTX: Applying BERT to Long Texts NIPS 2020
Working Memory Graphs ICML 2020
Acquiring language from speech by learning to remember and predict CONLL 2020
Working Memory-Driven Neural Networks with a Novel Knowledge Enhancement Paradigm for Implicit Discourse Relation Recognition AAAI 2020
Generalization of Reinforcement Learners with Working and Episodic Memory NIPS 2019
A Working Memory Model for Task-oriented Dialog Response Generation ACL 2019
Working Memory Networks: Augmenting Memory Networks with a Relational Reasoning Module ACL 2018
Vocal Biomarkers for Cognitive Performance Estimation in a Working Memory Task INTERSPEECH 2018
MISSION: Ultra Large-Scale Feature Selection using Count-Sketches ICML 2018
Chinese Poetry Generation with a Working Memory Model IJCAI 2018
Noisy-context surprisal as a human sentence processing cost model EACL 2017
Speech segmentation with a neural encoder model of working memory EMNLP 2017
Efficient state-space modularization for planning: theory, behavioral and neural signatures NIPS 2016
Memory-Bounded Left-Corner Unsupervised Grammar Induction on Child-Directed Input COLING 2016
Neurally Plausible Reinforcement Learning of Working Memory Tasks NIPS 2012
Learning to Use Working Memory in Partially Observable Environments through Dopaminergic Reinforcement NIPS 2008