AutoML

A Relation-Specific Attention Network for Joint Entity and Relation Extraction
Joint extraction of entities and relations is an important task in natural language processing (NLP), which aims to capture all …
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One-Shot Neural Architecture Search via Novelty Driven Sampling
One-Shot Neural architecture search (NAS) has received wide attention due to its computational efficiency. Many One-Shot NAS methods …
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Overcoming Multi-Model Forgetting in One-Shot NAS with Diversity Maximization
One-Shot Neural Architecture Search (NAS) significantly improves the computational efficiency through weight sharing. However, this …
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