Qunar Tech Salon
Apr 27, 2017 · Artificial Intelligence
LSTM‑Jump: Learning to Skim Text for Faster Sequence Modeling
The paper introduces LSTM‑Jump, a reinforcement‑learning‑trained LSTM variant that can dynamically skip irrelevant tokens, achieving up to six‑fold speed‑ups over standard sequential LSTMs while maintaining or improving accuracy on various NLP tasks such as sentiment analysis, document classification, and question answering.
LSTMNLPreinforcement learning
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