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Task Aware Multi-Task Learning for Speech to Text Tasks
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021In general, the direct Speech-to-text translation (ST) is jointly trained with Automatic Speech Recognition (ASR), and Machine Translation (MT) tasks. However, the issues with the current joint learning strategies inhibit the knowledge transfer across these tasks.
Sathish Reddy Indurthi +8 more
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Task routing for prediction tasks
International Joint Conference on Autonomous Agents and Multiagent Systems, 2012We describe methods for routing a prediction task on a network where each participant can contribute information and route the task onwards. Routing scoring rules bring truthful contribution of information about the task and optimal routing of the task into a Perfect Bayesian Equilibrium under common knowledge about the competencies of agents. Relaxing
Zhang, Haoqi +3 more
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Cue–task associations in task switching
Quarterly Journal of Experimental Psychology, 2007Cognitive flexibility can be studied using the task-switching paradigm. This paradigm requires subjects to adapt behaviour to changing contexts as indicated by a cue. In our study, we addressed the question of how cue-based implementation of mental “task sets” occurs. We assumed that cues build up associations to the tasks that they indicate.
Gade, Miriam, Koch, Iring
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Task conflict effect in task switching
Psychological Research, 2010A part of action preparation is deciding what the relevant task is. This task-decision process is conceptually separate from response selection. To show this, the authors manipulated task conflict in a spatial task-switching paradigm, using conflict stimuli that appeared during trials with univalent targets (affording 1 task).
Ami, Braverman, Nachshon, Meiran
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On distinguishing work tasks and enabling tasks
Interacting with Computers, 1993Abstract Which behaviours of an interactive work system perform the work that the system was designed to do? And what do the other behaviours do? The idea of distinguishing work tasks and enabling tasks is presented. Suggestions are made on how to distinguish them, based on a conception for human-computer interaction.
Andy Whitefield +3 more
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Pediatrics, 1979
The "Task Force" now considers neonatal intensive care a subspecialty and recommends that the time allotted the house officer in the NICU is not to exceed six months over a three-year period, the rationale being that some institutions require extensive time in intensive care and therefore deprive the house officer of primary care experience.
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The "Task Force" now considers neonatal intensive care a subspecialty and recommends that the time allotted the house officer in the NICU is not to exceed six months over a three-year period, the rationale being that some institutions require extensive time in intensive care and therefore deprive the house officer of primary care experience.
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Tasks for and tasks in human–computer interaction
Interacting with Computers, 2006It is argued that the engineering discipline of human-computer interaction (HCI) has developed over the last couple of decades in an ad hoc manner, driven by the need to solve real problems, rather than being informed by high level, general theories of the discipline. A retrospective role for general HCI theories is suggested. A start at such a general
Dan Diaper, Colston Sanger
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Task Shifting in Dual-Task Settings
Perceptual and Motor Skills, 2002When a participant is asked to perform two tasks in alternation, their mean reaction times were slower than when they performed the same tasks repeatedly. This “shift cost” has been hypothesized to reflect the time course of a single central executive that exerts control over thought and actions in task shifting.
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Multi-task Learning with Task Relations
2011 IEEE 11th International Conference on Data Mining, 2011Multi-task and relational learning with Gaussian processes are two active but also orthogonal areas of research. So far, there has been few attempt at exploring relational information within multi-task Gaussian processes. While existing relational Gaussian process methods have focused on relations among entities and in turn could be employed within an ...
Zhao Xu 0001, Kristian Kersting
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