Focused Evaluation for Image Description with Binary Forced-Choice Tasks

机译：使用二进制强制选择任务集中评估图像描述

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Current evaluation metrics for image description may be too coarse. We therefore propose a series of binary forced-choice tasks that each focus on a different aspect of the captions. We evaluate a number of different off-the-shelf image description systems. Our results indicate strengths and shortcomings of both generation and ranking based approaches.

机译：用于图像描述的当前评估指标可能太粗糙。因此，我们提出了一系列二进制强制选择任务，每个任务都专注于字幕的不同方面。我们评估了许多不同的现成图像描述系统。我们的结果表明了基于生成和基于排名的方法的优缺点。

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《5th workshop on vision and language》|2016年|19-28|共10页
会议地点 Berlin(DE)
作者
Micah Hodosh; Julia Hockenmaier;
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Department of Computer Science, University of Illinois Urbana, IL 61801, USA;

Department of Computer Science, University of Illinois Urbana, IL 61801, USA;

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正文语种 eng
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专利

1. Framing Image Description as a Ranking Task: Data, Models and Evaluation Metrics [J] . Hockenmaier J., Hodosh M., Young P. The Journal of Artificial Intelligence Research . 2013,第12期

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2. Framing Image Description as a Ranking Task: Data, Models and Evaluation Metrics [J] . Micah Hodosh, Peter Young, Julia Hockenmaier The Journal of Artificial Intelligence Research . 2013,第Null期

机译：将图像描述框架化为排名任务：数据，模型和评估指标
3. A comparative study on the value of dual tracer PET/CT to evaluate breast cancer. 18F‐FDG PET/CT images reveal a focal hypermetabolic focus of the primary tumor (upper panel), whereas 11C‐choline PET/CT images reveal only a focal hypermetabolic focus in the primary tumor (lower panel). [J] . Akashi#x2010, Tanaka Sadako, Daisaki Hiromitsu, Cancer science. . 2012,第9期

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4. Focused Evaluation for Image Description with Binary Forced-Choice Tasks [C] . Micah Hodosh, Julia Hockenmaier Annual meeting of the Association for Computational Linguistics . 2016

机译：用二进制强制选择任务的图像描述的重点评估
5. Construction of a Forced-Choice Task for the Assessment of Factual Understanding and Feigning in Competency to Stand Trial Evaluations. [D] . Arias, Elizabeth. 2011

机译：构建用于评估事实理解能力和假冒能力以进行审判评估的强制选择任务。
6. Center-Focusing Multi-task CNN with Injected Features for Classification of Glioma Nuclear Images [O] . Veda Murthy, Le Hou, Dimitris Samaras, -1

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7. Focused Evaluation for Image Description with Binary Forced-Choice Tasks [O] . Micah Hodosh, Julia Hockenmaier 2016

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8. Basis Image Processor PR5206: Binary FIR Filter Technical Description [R] . Eliassen, H. S. 1994

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Focused Evaluation for Image Description with Binary Forced-Choice Tasks

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