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Beyond Accuracy: Behavioral Testing of NLP models with CheckList — Read a Paper

Beyond Accuracy: Behavioral Testing of NLP models with CheckList — Read a Paper

This paper introduces CheckList — a task-agnostic methodology for testing NLP models.
Go to the profile of Vishal R
Vishal R
A Task-Optimized Neural Network Replicates Human Auditory Behavior, Predicts Brain Responses, and…

A Task-Optimized Neural Network Replicates Human Auditory Behavior, Predicts Brain Responses, and…

Summary — Used Hierarchical Neural Networks to mimic the auditory model of human brain and reported many interesting observations…
Go to the profile of Vigneswaran C
Vigneswaran C
Aspect-based Document Similarity for Research Papers — Read a Paper

Aspect-based Document Similarity for Research Papers — Read a Paper

This paper talk about identifying similar research papers using aspect based similarity to improve granularity of RS like applications
Go to the profile of Vishal R
Vishal R
BERT — Read A Paper

BERT — Read A Paper

A brief summary of the paper: BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Go to the profile of Vishal R
Vishal R
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Generalization in multitask deep neural classifiers: a statistical physics approach — Read a paper

Generalization in multitask deep neural classifiers: a statistical physics approach — Read a paper

Training multitask deep learning models, has become an increased interest to the scientific community, as it ensures, that the deep…
Go to the profile of Vigneswaran C
Vigneswaran C
Reverse engineering RNN reveals line attractor dynamics — Read a Paper

Reverse engineering RNN reveals line attractor dynamics — Read a Paper

This paper tries to understand the interpretability and dynamics of the deep learning models and talks about learning dynamics of RNNs
Go to the profile of Vigneswaran C
Vigneswaran C
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