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01/23/2022
Supervised Visual Attention for Simultaneous Multimodal Machine Translation
Recently, there has been a surge in research in multimodal machine trans...
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06/07/2021
BERTGEN: Multi-task Generation through BERT
We present BERTGEN, a novel generative, decoder-only model which extends...
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02/22/2021
Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation
This paper addresses the problem of simultaneous machine translation (Si...
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01/25/2021
Cross-lingual Visual Pre-training for Multimodal Machine Translation
Pre-trained language models have been shown to improve performance in ma...
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12/13/2020
MSVD-Turkish: A Comprehensive Multimodal Dataset for Integrated Vision and Language Research in Turkish
Automatic generation of video descriptions in natural language, also cal...
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10/26/2020
Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale
Automatic evaluation of language generation systems is a well-studied pr...
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09/15/2020
Simultaneous Machine Translation with Visual Context
Simultaneous machine translation (SiMT) aims to translate a continuous i...
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11/28/2019
Multimodal Machine Translation through Visuals and Speech
Multimodal machine translation involves drawing information from more th...
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10/29/2019
Transformer-based Cascaded Multimodal Speech Translation
This paper describes the cascaded multimodal speech translation systems ...
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10/16/2019
Imperial College London Submission to VATEX Video Captioning Task
This paper describes the Imperial College London team's submission to th...
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03/20/2019
Probing the Need for Visual Context in Multimodal Machine Translation
Current work on multimodal machine translation (MMT) has suggested that ...
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11/09/2018
Multimodal Grounding for Sequence-to-Sequence Speech Recognition
Humans are capable of processing speech by making use of multiple sensor...
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11/01/2018
How2: A Large-scale Dataset for Multimodal Language Understanding
In this paper, we introduce How2, a multimodal collection of instruction...
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09/01/2018
LIUM-CVC Submissions for WMT18 Multimodal Translation Task
This paper describes the multimodal Neural Machine Translation systems d...
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07/14/2017
LIUM Machine Translation Systems for WMT17 News Translation Task
This paper describes LIUM submissions to WMT17 News Translation Task for...
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07/14/2017
LIUM-CVC Submissions for WMT17 Multimodal Translation Task
This paper describes the monomodal and multimodal Neural Machine Transla...
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07/14/2017
Sustainable computational science: the ReScience initiative
Computer science offers a large set of tools for prototyping, writing, r...
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06/01/2017
NMTPY: A Flexible Toolkit for Advanced Neural Machine Translation Systems
In this paper, we present nmtpy, a flexible Python toolkit based on Thea...
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09/13/2016
Multimodal Attention for Neural Machine Translation
The attention mechanism is an important part of the neural machine trans...
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05/30/2016