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04/24/2023
Addressing distributional shifts in operations management: The case of order fulfillment in customized production
To meet order fulfillment targets, manufacturers seek to optimize produc...
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10/19/2022
QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation
Question answering (QA) has recently shown impressive results for answer...
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08/31/2021
Contrastive Domain Adaptation for Question Answering using Limited Text Corpora
Question generation has recently shown impressive results in customizing...
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10/07/2020
Learning a Cost-Effective Annotation Policy for Question Answering
State-of-the-art question answering (QA) relies upon large amounts of tr...
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03/06/2020
Practical Annotation Strategies for Question Answering Datasets
Annotating datasets for question answering (QA) tasks is very costly, as...
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06/07/2019
RankQA: Neural Question Answering with Answer Re-Ranking
The conventional paradigm in neural question answering (QA) for narrativ...
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01/29/2019
Sample Complexity Bounds for Recurrent Neural Networks with Application to Combinatorial Graph Problems
Learning to predict solutions to real-valued combinatorial graph problem...
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08/20/2018
Adaptive Document Retrieval for Deep Question Answering
State-of-the-art systems in deep question answering proceed as follows: ...
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04/19/2018
Putting Question-Answering Systems into Practice: Transfer Learning for Efficient Domain Customization
Traditional information retrieval (such as that offered by web search en...
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03/16/2018
Decision support with text-based emotion recognition: Deep learning for affective computing
Emotions widely affect the decision-making of humans and, hence, affecti...
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12/04/2017
Face Translation between Images and Videos using Identity-aware CycleGAN
This paper presents a new problem of unpaired face translation between i...
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11/30/2017