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Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling

International Conference on Machine Learning, 2023
Uncertainty decomposition refers to the task of decomposing the total uncertainty of a predictive model into aleatoric (data) uncertainty, resulting from inherent randomness in the data-generating process, and epistemic (model) uncertainty, resulting ...
Bairu Hou   +5 more
semanticscholar   +1 more source

The three-step theory of suicide: Description, evidence, and some useful points of clarification.

Preventive Medicine, 2021
There has been considerable uptake of the Three-Step Theory (3ST) of suicide since its publication in 2015. The 3ST is a concise, evidence-based, and actionable theory that explains suicide in terms of four factors: pain, hopelessness, connection, and ...
David Klonsky   +3 more
semanticscholar   +1 more source

Clarification of pomegranate and strawberry juices: Effects of various clarification agents on turbidity, anthocyanins, colour, phenolics and antioxidant activity.

Food Chemistry, 2023
Effects of clarification on turbidity, anthocyanins (ACNs), colour, phenolics, ascorbic acid and antioxidant activity (AA) of pomegranate (PJ) and strawberry juices (SJ) were investigated. Cold-clarification was applied to PJ using only gelatine. For hot-
Buket Orhan Dereli   +2 more
semanticscholar   +1 more source

Interplay of rumor propagation and clarification on social media during crisis events - A game-theoretic approach

European Journal of Operational Research, 2021
For a rapid dissemination of information during crisis events, official agencies and disaster relief organizations have been utilizing social media platforms, which are susceptible to rumor propagation.
P. Agarwal, R. Aziz, J. Zhuang
semanticscholar   +1 more source

A multifaceted enzyme conspicuous in fruit juice clarification: An elaborate review on xylanase.

International Journal of Biological Macromolecules, 2021
Xylanase enzyme has been classified as an enzyme belonging to the glycoside hydrolase family. The catalytic action of xylanase is focused on the degradation of xylan, a substrate for this enzyme comprising of a complex arrangement of monosaccharides ...
J. Kaushal   +3 more
semanticscholar   +1 more source

MIMICS: A Large-Scale Data Collection for Search Clarification

International Conference on Information and Knowledge Management, 2020
Search clarification has recently attracted much attention due to its applications in search engines. It has also been recognized as a major component in conversational information seeking systems.
Hamed Zamani   +5 more
semanticscholar   +1 more source

ClarifyGPT: A Framework for Enhancing LLM-Based Code Generation via Requirements Clarification

Proc. ACM Softw. Eng.
Large Language Models (LLMs), such as ChatGPT, have demonstrated impressive capabilities in automatically generating code from provided natural language requirements.
Fangwen Mu   +7 more
semanticscholar   +1 more source

Moral distress: A concept clarification

Nursing Ethics, 2020
Background Over the past few decades, moral distress has been examined in the nursing literature. It is thought to occur when an individual has made a moral decision but is unable to act on it, often attributable to constraints, internal or external ...
Sarah N. Deschenes   +3 more
semanticscholar   +1 more source

Clarification

Nursing Management, 2009
In the article 'The risks of double checking', which appeared in last month's issue of Nursing Management, the reference for Armitage (2003) should have read Armitage (2008) An Examination of the Contributory Factors in Drug Errors and their Reporting in an Acute Hospitals Trust. Unpublished doctoral thesis, University of Bradford.
openaire   +2 more sources

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