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2021-10
Scaling Laws for the Few-Shot Adaptation of Pre-trained Image Classifiers
2021-08
Post-hoc Interpretability for Neural NLP: A Survey.
A Survey of Data Augmentation Approaches for NLP
MLMLM: Link Prediction with Mean Likelihood Masked Language Model
2021-07
Demystifying Neural Language Models' Insensitivity to Word-Order
A BRIEF STUDY ON THE EFFECTS OF TRAINING GENERATIVE DIALOGUE MODELS WITH A SEMANTIC LOSS
DO ENCODER REPRESENTATIONS OF GENERATIVE DIALOGUE MODELS HAVE SUFFICIENT SUMMARY OF THE INFORMATION ABOUT THE TASK
Continuous Coordination As a Realistic Scenario for Lifelong Learning
2021-06
Memory Augmented Optimizers for Deep Learning.
Do Encoder Representations of Generative Dialogue Models Encode Sufficient Information about the Task
2021-05
Towered Actor Critic For Handling Multiple Action Types In Reinforcement Learning For Drug Discovery
TAG: Task-based Accumulated Gradients for Lifelong learning.
Out-of-Distribution Classification and Clustering
Maximum Reward Formulation In Reinforcement Learning
2021-01
IIRC: Incremental Implicitly-Refined Classification
2020-08
How To Evaluate Your Dialogue System: Probe Tasks as an Alternative for Token-level Evaluation Metrics
2020-07
Slot Contrastive Networks: A Contrastive Approach for Representing Objects.
Learning to Navigate in Synthetically Accessible Chemical Space Using Reinforcement Learning
The LoCA Regret: A Consistent Metric to Evaluate Model-Based Behavior in Reinforcement Learning
2020-06
Chaotic Continual Learning
PatchUp: A Regularization Technique for Convolutional Neural Networks
2020-04
Learning To Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning
2020-03
On challenges in training recurrent neural networks
The Hanabi Challenge: A New Frontier for AI Research
2020-01
Toward Training Recurrent Neural Networks for Lifelong Learning.
2019-07
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study
2019-06
Towards Lossless Encoding of Sentences
2019-05
Structure Learning for Neural Module Networks.
2019-01
Towards Non-saturating Recurrent Units for Modelling Long-term Dependencies
2018-11
Environments for Lifelong Reinforcement Learning.
2018-01
A Deep Reinforcement Learning Chatbot (Short Version)
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