QNLP Ansätze Comparison.pdf

khatri-thesis.pdf
Preview of QNLP Ansätze Comparison
🔗 Source: cs.ox.ac.uk
📊 Size: 785 KB
📄 Pages: 95 pages
⬇️ Downloads: 59

Summary

This thesis compares the performance of multiple ansätze for Quantum Natural Language Processing (QNLP) tasks, including paraphrase identification, and proposes a novel approach to overcome the out-of-vocabulary problem. Experimental results show that the proposed method outperforms naive approaches, and provide evidence that QNLP circuits are no more susceptible to the barren plateau problem than regular quantum machine learning circuits.

Description

This thesis compares the performance of multiple ansätze for Quantum Natural Language Processing (QNLP) tasks, including paraphrase identification, and...

Technical Information

  • File Format: PDF
  • File Size: 785 KB
  • Pages: 95
  • Language: EN
  • Total Downloads: 59
  • Last Updated: 1 month ago

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