XanaduAI / QHack2023

QHack 2023
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[Done] Quantum Natural Language Generation #106

Open Alfaxad opened 1 year ago

Alfaxad commented 1 year ago

Project Name: Quantum Natural Language Generation Team Name: QhaQer

Project Description: The emergence of noisy medium-scale quantum devices has led to proof-of-concept applications for quantum computing in various domains. Examples include Natural Language Processing (NLP) where sentence classification experiments have been carried out, as well as procedural generation, where tasks such as geopolitical map creation, and image manipulation have been performed. I explore applications at the intersection of these two areas by designing a hybrid quantum-classical algorithm for sentence generation. Specifically, I implement the paper "Quantum Natural Language Generation on Near-Term Devices(https://arxiv.org/pdf/2211.00727.pdf) "

Project Link: https://github.com/Alfaxad/Quantum_Natural_Language_Generation/commit/a03a1deedb5f987f96132a4d00fcaee79b3505e8

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REFRENCES: Quantum Natural Language Generation on Near-Term Devices: https://arxiv.org/pdf/2211.00727.pdf 2.Bob Coecke, “Foundations for Near Term Quantum Natural Language Processing”, https://arxiv.org/abs/2012.03755 Stephen Clark, “Something Old, Something New: Grammarbased CCG Parsing with Transformer Models”, https://arxiv.org/abs/2109.10044 4.Imagen unprecedented photorealism × deep level of language understanding: https://imagen.research.google/ Introducing ChatGPT : https://openai.com/blog/chatgpt An Introduction to Quantum Natural Language Processing by Srinjoy Ganguly :https://www.udemy.com/course/quantum-natural-language-processing-beginners/