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| The Dawn of Quantum Natural Language Processing (arxiv.org) | |
| 1 point by blopeur on Oct 17, 2021 | hide | past | pdf | discuss on HN | |
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In plain words: Standard language networks were given quantum circuits as extra parts, then trained in simulation to label words by grammar role and judge review sentiment. The quantum-boosted word-labeling network trained successfully, though no accuracy gain over ordinary versions is reported. AbstractIn this paper, we discuss the initial attempts at boosting understanding human language based on deep-learning models with quantum computing. We successfully train a quantum-enhanced Long Short-Term Memory network to perform the parts-of-speech tagging task via numerical simulations. Moreover, a quantum-enhanced Transformer is proposed to perform the sentiment analysis based on the existing dataset. | |
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Also discussed: Oct 2021 (1 point, 0 comments)
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