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10/24/2022
Multilingual Multimodal Learning with Machine Translated Text
Most vision-and-language pretraining research focuses on English tasks. ...
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03/18/2022
Challenges and Strategies in Cross-Cultural NLP
Various efforts in the Natural Language Processing (NLP) community have ...
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09/13/2021
Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color
Pretrained language models have been shown to encode relational informat...
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09/09/2021
Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers
Pretrained vision-and-language BERTs aim to learn representations that c...
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06/03/2020
CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning
Approaches to Grounded Language Learning typically focus on a single tas...
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10/11/2019
The Emergence of Compositional Languages for Numeric Concepts Through Iterated Learning in Neural Agents
Since first introduced, computer simulation has been an increasingly imp...
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10/19/2017
Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description
We present the results from the second shared task on multimodal machine...
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05/02/2016
Multi30K: Multilingual English-German Image Descriptions
We introduce the Multi30K dataset to stimulate multilingual multimodal r...
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10/15/2015
Multilingual Image Description with Neural Sequence Models
In this paper we present an approach to multi-language image description...
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09/15/2015