Substitutes markets with budget constraints: solving for competitive and optimal prices

no code implementations • 5 Oct 2023 • Simon Finster, Paul Goldberg, Edwin Lock

We study a market in which buyers have quasilinear utilities with linear substitutes valuations and budget constraints, and the seller must find prices and an envy-free allocation that maximise revenue or welfare.

Named Entity Recognition in Electronic Health Records Using Transfer Learning Bootstrapped Neural Networks

no code implementations • 6 Jan 2019 • Luka Gligic, Andrey Kormilitzin, Paul Goldberg, Alejo Nevado-Holgado

In our study, we develop an approach that solves these problems for named entity recognition, obtaining 94. 6 F1 score in I2B2 2009 Medical Extraction Challenge [6], 4. 3 above the architecture that won the competition.

named-entity-recognition Named Entity Recognition +2

Few-shot Learning for Named Entity Recognition in Medical Text

4 code implementations • 13 Nov 2018 • Maximilian Hofer, Andrey Kormilitzin, Paul Goldberg, Alejo Nevado-Holgado

Deep neural network models have recently achieved state-of-the-art performance gains in a variety of natural language processing (NLP) tasks (Young, Hazarika, Poria, & Cambria, 2017).

Few-Shot Learning Medical Named Entity Recognition +2