Evolution and Efficiency in Neural Architecture Search: Bridging the Gap Between Expert Design and Automated Optimization

no code implementations • 11 Feb 2024 • Fanfei Meng, Chen-Ao Wang, LeLe Zhang

The paper provides a comprehensive overview of Neural Architecture Search (NAS), emphasizing its evolution from manual design to automated, computationally-driven approaches.

Computational Efficiency Evolutionary Algorithms +1

Sentiment analysis with adaptive multi-head attention in Transformer

no code implementations • 23 Oct 2023 • Fanfei Meng, Chen-Ao Wang

We propose a novel framework based on the attention mechanism to identify the sentiment of a movie review document.

Decoder Sentence +1