Membership inference attack susceptibility of clinical language models
Deep Neural Network (DNN) models have been shown to have high empirical privacy
leakages. Clinical language models (CLMs) trained on clinical data have been used to …
leakages. Clinical language models (CLMs) trained on clinical data have been used to …
DisCoPy: Monoidal categories in python
We introduce DisCoPy, an open source toolbox for computing with monoidal categories. The
library provides an intuitive syntax for defining string diagrams and monoidal functors. Its …
library provides an intuitive syntax for defining string diagrams and monoidal functors. Its …
Category theory for quantum natural language processing
A Toumi - arXiv preprint arXiv:2212.06615, 2022 - arxiv.org
This thesis introduces quantum natural language processing (QNLP) models based on a
simple yet powerful analogy between computational linguistics and quantum mechanics …
simple yet powerful analogy between computational linguistics and quantum mechanics …
Quantum computations for disambiguation and question answering
Automatic text processing is now a mature discipline in computer science, and so attempts at
advancements using quantum computation have emerged as the new frontier, often under …
advancements using quantum computation have emerged as the new frontier, often under …
Grover's Algorithm for Question Answering
Grover's algorithm, a well-know quantum search algorithm, allows one to find the correct
item in a database, with quadratic speedup. In this paper we adapt Grover's algorithm to the …
item in a database, with quadratic speedup. In this paper we adapt Grover's algorithm to the …
[引用][C] Quantum distributional semantics: Quantum algorithms applied to natural language processing
A Duarte Correia - 2022 - Utrecht University