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Multiple Baseline Approach

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4 documents available in our comprehensive collection of Multiple Baseline Approach resources. Find practical guides, tutorials, and documentation to enhance your knowledge.

Preview of Taskmaster-1 Dataset
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Taskmaster-1 Dataset (D19-1459.pdf)

270 KBBill Byrne ; Karthik Krishnamoorthi ; Chinnadhurai Sankar ; Arvind Neelakantan ; Ben Goodrich ; DaniEN 10 pages
Taskmaster-1 is a dataset of 13,215 task-based dialogs in six domains, created using two procedures: a two-person "Wizard of Oz" approach and a "self-dialog"
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Preview of Causal Effect Estimation
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Causal Effect Estimation (131_main_paper.pdf)

599 KBEN 10 pages
Estimating joint nonlinear effects from single-variable interventions. Hidden confounders are addressed using observational data and separate interventions. Identifiability is proven under a nonlinear continuous structural causal model.
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Preview of CDM Methodologies: Clarifying Waste Energy Sources in PoAs Using ACM0012
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CDM Methodologies: Clarifying Waste Energy Sources in PoAs Using ACM0012 (mp51_an19.pdf)

139 KBEN 2 pages
The CDM Methodologies Panel's 51st meeting considered a clarification request (AM_CLA_0216) regarding the application of methodology ACM0012 to Programmes of Activities (PoAs), focusing on using multiple waste energy sources within individual Component Project Activities (CPAs)
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Preview of BanditMTL: Bandit-based Multi-task Learning for Text Classification
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BanditMTL: Bandit-based Multi-task Learning for Text Classification (2021.acl-long.428.pdf)

1.5 MBYuren Mao ; Zekai Wang ; Weiwei Liu ; Xuemin Lin ; Wenbin HuEN 11 pages
By effectively regularizing tasks, BanditMTL aims to improve the generalization of MTL models.
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