The Cost of Training NLP Models: A Concise Overview, Ar** reviewA Rajagopal, S Ayanian, AJ Ryu, R Qian… - Mayo Clinic …, 2024 - Elsevier The use of machine learning tools in healthcare is rapidly expanding. However, the
processes that support these tools in deployment, ie, machine-learning operations (MLOps) …
processes that support these tools in deployment, ie, machine-learning operations (MLOps) …
Renormalization in the neural network-quantum field theory correspondence
H Erbin, V Lahoche, DO Samary - arxiv preprint arxiv:2212.11811, 2022 - arxiv.org
A statistical ensemble of neural networks can be described in terms of a quantum field
theory (NN-QFT correspondence). The infinite-width limit is mapped to a free field theory …
theory (NN-QFT correspondence). The infinite-width limit is mapped to a free field theory …
[PDF][PDF] Is Neuro-Symbolic AI Meeting its Promise in Natural Language Processing? A Structured
Advocates for Neuro-Symbolic Artificial Intelligence (NeSy) assert that combining deep
learning with symbolic reasoning will lead to stronger AI than either paradigm on its own. As …
learning with symbolic reasoning will lead to stronger AI than either paradigm on its own. As …
Natural Language Data Interfaces: A Data Access Odyssey (Invited Talk)
G Koutrika - 27th International Conference on Database Theory …, 2024 - drops.dagstuhl.de
Back in 1970's, EF Codd worked on a prototype of a natural language question and answer
application that would sit on top of a relational database system. Soon, natural language …
application that would sit on top of a relational database system. Soon, natural language …