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06/27/2020
Gradient Based Memory Editing for Task-Free Continual Learning
Prior work on continual learning often operate in a "task-aware" manner,...
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05/02/2020
Visually Grounded Continual Learning of Compositional Semantics
Children's language acquisition from the visual world is a real-world ex...
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05/02/2020
A Benchmark for Structured Procedural Knowledge Extraction from Cooking Videos
Procedural knowledge, which we define as concrete information about the ...
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11/10/2019
Improving BERT Fine-tuning with Embedding Normalization
Large pre-trained sentence encoders like BERT start a new chapter in nat...
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11/08/2019
Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models
The impressive performance of neural networks on natural language proces...
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06/26/2019
Eliciting Knowledge from Experts:Automatic Transcript Parsing for Cognitive Task Analysis
Cognitive task analysis (CTA) is a type of analysis in applied psycholog...
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05/14/2019