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Quantum machine learning: from physics to software engineering
Quantum machine learning is a rapidly growing field at the intersection of quantum
technology and artificial intelligence. This review provides a two-fold overview of several key …
technology and artificial intelligence. This review provides a two-fold overview of several key …
A survey of quantum computing for finance
Quantum computers are expected to surpass the computational capabilities of classical
computers during this decade and have transformative impact on numerous industry sectors …
computers during this decade and have transformative impact on numerous industry sectors …
Quantum computing
Quantum computing promises to be the next disruptive technology, with numerous possible
applications and implications for organizations and markets. Quantum computers exploit …
applications and implications for organizations and markets. Quantum computers exploit …
Quantum Machine Learning: Scope for real-world problems
Quantum computing with its inherent parallelism provides a quantum advantage over
classical computing. Its potential to offer breakthrough advances in various areas of science …
classical computing. Its potential to offer breakthrough advances in various areas of science …
The dawn of quantum natural language processing
In 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 …
based on deep-learning models with quantum computing. We successfully train a quantum …
lambeq: An efficient high-level python library for quantum NLP
We present lambeq, the first high-level Python library for Quantum Natural Language
Processing (QNLP). The open-source toolkit offers a detailed hierarchy of modules and …
Processing (QNLP). The open-source toolkit offers a detailed hierarchy of modules and …
[HTML][HTML] Quantum natural language processing: Challenges and opportunities
The meeting between Natural Language Processing (NLP) and Quantum Computing has
been very successful in recent years, leading to the development of several approaches of …
been very successful in recent years, leading to the development of several approaches of …
Quantum self-attention neural networks for text classification
An emerging direction of quantum computing is to establish meaningful quantum
applications in various fields of artificial intelligence, including natural language processing …
applications in various fields of artificial intelligence, including natural language processing …
NISQ computers: a path to quantum supremacy
M AbuGhanem, H Eleuch - IEEE Access, 2024 - ieeexplore.ieee.org
The quest for quantum advantage, wherein quantum computers surpass the computational
capabilities of classical computers executing state-of-the-art algorithms on well-defined …
capabilities of classical computers executing state-of-the-art algorithms on well-defined …
When bert meets quantum temporal convolution learning for text classification in heterogeneous computing
The rapid development of quantum computing has demonstrated many unique
characteristics of quantum advantages, such as richer feature representation and more …
characteristics of quantum advantages, such as richer feature representation and more …