Talking about other people: an endless range of possibilities

Emiel van Miltenburg; Desmond Elliott; Piek Vossen

Talking about other people: an endless range of possibilities

Emiel van Miltenburg, Desmond Elliott, Piek Vossen

Abstract

Image description datasets, such as Flickr30K and MS COCO, show a high degree of variation in the ways that crowd-workers talk about the world. Although this gives us a rich and diverse collection of data to work with, it also introduces uncertainty about how the world should be described. This paper shows the extent of this uncertainty in the PEOPLE domain. We present a taxonomy of different ways to talk about other people. This taxonomy serves as a reference point to think about how other people should be described, and can be used to classify and compute statistics about labels applied to people.

Originalsprog	Udefineret/Ukendt
Titel	Proceedings of the 11th International Conference on Natural Language Generation
Antal sider	6
Publikationsdato	2018
Sider	415-420
Status	Udgivet - 2018

Citationsformater

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abstract = "Image description datasets, such as Flickr30K and MS COCO, show a high degree of variation in the ways that crowd-workers talk about the world. Although this gives us a rich and diverse collection of data to work with, it also introduces uncertainty about how the world should be described. This paper shows the extent of this uncertainty in the PEOPLE domain. We present a taxonomy of different ways to talk about other people. This taxonomy serves as a reference point to think about how other people should be described, and can be used to classify and compute statistics about labels applied to people.",

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AB - Image description datasets, such as Flickr30K and MS COCO, show a high degree of variation in the ways that crowd-workers talk about the world. Although this gives us a rich and diverse collection of data to work with, it also introduces uncertainty about how the world should be described. This paper shows the extent of this uncertainty in the PEOPLE domain. We present a taxonomy of different ways to talk about other people. This taxonomy serves as a reference point to think about how other people should be described, and can be used to classify and compute statistics about labels applied to people.

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BT - Proceedings of the 11th International Conference on Natural Language Generation

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