A new task: deriving semantic class targets for the physical sciences

Micah Bowles; Hongming Tang; Eleni Vardoulaki; Yan Luo; Lawrence Rudnick; Mike Walmsley; Fiona Porter; Anna M. M. Scaife; Inigo Val Slijepcevic; Gary Segal

A new task: deriving semantic class targets for the physical sciences

Micah Bowles, Hongming Tang, Eleni Vardoulaki, Yan Luo, Lawrence Rudnick, Mike Walmsley, Fiona Porter, Anna M. M. Scaife, Inigo Val Slijepcevic, Gary Segal

Mechanical And Aerospace Engineering

Research output: Contribution to conference › Paper › peer-review

Abstract

We define deriving semantic class targets as a novel multi-modal task. By doing so, we aim to improve classification schemes in the physical sciences which can be severely abstracted and obfuscating. We address this task for upcoming radio astronomy surveys and present the derived semantic radio galaxy morphology class targets.

Original language	English
Number of pages	6
Publication status	Published - 26 Oct 2022
Event	Advances in Neural Information Processing Systems - New Orleans, United States Duration: 10 Dec 2023 → 16 Dec 2023

Conference

Conference	Advances in Neural Information Processing Systems
Abbreviated title	NIPS
Country/Territory	United States
City	New Orleans
Period	10/12/23 → 16/12/23

Keywords

astro-ph.IM
cs.CL

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Bowles-etal-2022-deriving-semantic-class-targets-for-the-physical-sciencesAccepted author manuscript, 837 KBLicence: CC BY 4.0

Cite this

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title = "A new task: deriving semantic class targets for the physical sciences",

abstract = "We define deriving semantic class targets as a novel multi-modal task. By doing so, we aim to improve classification schemes in the physical sciences which can be severely abstracted and obfuscating. We address this task for upcoming radio astronomy surveys and present the derived semantic radio galaxy morphology class targets. ",

keywords = "astro-ph.IM, cs.CL",

author = "Micah Bowles and Hongming Tang and Eleni Vardoulaki and Yan Luo and Lawrence Rudnick and Mike Walmsley and Fiona Porter and Scaife, {Anna M. M.} and Slijepcevic, {Inigo Val} and Gary Segal",

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note = "Advances in Neural Information Processing Systems, NIPS ; Conference date: 10-12-2023 Through 16-12-2023",

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TY - CONF

T1 - A new task

T2 - Advances in Neural Information Processing Systems

AU - Bowles, Micah

AU - Tang, Hongming

AU - Vardoulaki, Eleni

AU - Luo, Yan

AU - Rudnick, Lawrence

AU - Walmsley, Mike

AU - Porter, Fiona

AU - Scaife, Anna M. M.

AU - Slijepcevic, Inigo Val

AU - Segal, Gary

PY - 2022/10/26

Y1 - 2022/10/26

N2 - We define deriving semantic class targets as a novel multi-modal task. By doing so, we aim to improve classification schemes in the physical sciences which can be severely abstracted and obfuscating. We address this task for upcoming radio astronomy surveys and present the derived semantic radio galaxy morphology class targets.

AB - We define deriving semantic class targets as a novel multi-modal task. By doing so, we aim to improve classification schemes in the physical sciences which can be severely abstracted and obfuscating. We address this task for upcoming radio astronomy surveys and present the derived semantic radio galaxy morphology class targets.

KW - astro-ph.IM

KW - cs.CL

M3 - Paper

Y2 - 10 December 2023 through 16 December 2023

ER -

A new task: deriving semantic class targets for the physical sciences

Abstract

Conference

Keywords

Access to Document

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Cite this