PUICL is a transformer pretrained on synthetic PU data from structural causal models that solves positive-unlabeled classification via in-context learning without gradient updates or fitting.
Dual and anti-dual modes in dielectric spheres
5 Pith papers cite this work. Polarity classification is still indexing.
5
Pith papers citing it
abstract
We present how the angular momentum of light can play an important role to induce a dual or anti-dual behaviour on a dielectric particle. Although the material the particle is made of is not dual, i.e. a dielectric does not interact with an electrical field in the same way as it does with a magnetic one, a spherical particle can behave as a dual system when the correct excitation beam is chosen. We study the conditions under which this induced dual or anti-dual behaviour can be induced.
representative citing papers
A U-statistic estimator for order-statistic inequality indices is exactly unbiased under gamma populations for any sample size and asymptotically unbiased more generally.
Swap distance minimization shapes word order variation in languages of the world, including non-standard cases.
The paper introduces ClinQueryAgent, a conversational agent that converts natural language queries into database queries for population health management while keeping patient data secure, and reports its use by 128 staff across 15 NHS practices covering 148,319 patients.
A commentary paper that reviews common misuses of statistical significance tests in choice modelling and advocates for greater attention to behavioural and policy relevance alongside proper uncertainty reporting.
citing papers explorer
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In-Context Positive-Unlabeled Learning
PUICL is a transformer pretrained on synthetic PU data from structural causal models that solves positive-unlabeled classification via in-context learning without gradient updates or fitting.
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Bias analysis of a linear order-statistic inequality index estimator: Unbiasedness under gamma populations
A U-statistic estimator for order-statistic inequality indices is exactly unbiased under gamma populations for any sample size and asymptotically unbiased more generally.
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Swap distance minimization shapes the order of subject, object and verb in languages of the world
Swap distance minimization shapes word order variation in languages of the world, including non-standard cases.
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ClinQueryAgent: A Conversational Agent for Population Health Management
The paper introduces ClinQueryAgent, a conversational agent that converts natural language queries into database queries for population health management while keeping patient data secure, and reports its use by 128 staff across 15 NHS practices covering 148,319 patients.
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Statistical significance in choice modelling: computation, usage and reporting
A commentary paper that reviews common misuses of statistical significance tests in choice modelling and advocates for greater attention to behavioural and policy relevance alongside proper uncertainty reporting.