b'Lucia Specia'

MSVD-Turkish: A Comprehensive Multimodal Dataset for Integrated Vision and Language Research in Turkish

Automatic generation of video descriptions in natural language, also cal...
12/13/2020 ∙ by Begum Citamak, et al. ∙ 14 ∙ share

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Watch and Learn: Mapping Language and Noisy Real-world Videos with Self-supervision

In this paper, we teach machines to understand visuals and natural langu...
11/19/2020 ∙ by Yujie Zhong, et al. ∙ 0 ∙ share

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Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale

Automatic evaluation of language generation systems is a well-studied pr...
10/26/2020 ∙ by Ozan Caglayan, et al. ∙ 0 ∙ share

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FIND: Human-in-the-Loop Debugging Deep Text Classifiers

Since obtaining a perfect training dataset (i.e., a dataset which is con...
10/10/2020 ∙ by Piyawat Lertvittayakumjorn, et al. ∙ 0 ∙ share

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MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset

We present MLQE-PE, a new dataset for Machine Translation (MT) Quality E...
10/09/2020 ∙ by Marina Fomicheva, et al. ∙ 0 ∙ share

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Simultaneous Machine Translation with Visual Context

Simultaneous machine translation (SiMT) aims to translate a continuous i...
09/15/2020 ∙ by Ozan Caglayan, et al. ∙ 0 ∙ share

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Unsupervised Quality Estimation for Neural Machine Translation

Quality Estimation (QE) is an important component in making Machine Tran...
05/21/2020 ∙ by Marina Fomicheva, et al. ∙ 0 ∙ share

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ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations

In order to simplify a sentence, human editors perform multiple rewritin...
05/01/2020 ∙ by Fernando Alva-Manchego, et al. ∙ 0 ∙ share

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Multimodal Machine Translation through Visuals and Speech

Multimodal machine translation involves drawing information from more th...
11/28/2019 ∙ by Umut Sulubacak, et al. ∙ 0 ∙ share

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Transformer-based Cascaded Multimodal Speech Translation

This paper describes the cascaded multimodal speech translation systems ...
10/29/2019 ∙ by Zixiu Wu, et al. ∙ 0 ∙ share

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Imperial College London Submission to VATEX Video Captioning Task

This paper describes the Imperial College London team's submission to th...
10/16/2019 ∙ by Ozan Caglayan, et al. ∙ 0 ∙ share

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Estimating post-editing effort: a study on human judgements, task-based and reference-based metrics of MT quality

Devising metrics to assess translation quality has always been at the co...
10/14/2019 ∙ by Carolina Scarton, et al. ∙ 0 ∙ share

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Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back Translation

Neural Machine Translation (NMT) models have been proved strong when tra...
10/07/2019 ∙ by Zhenhao Li, et al. ∙ 0 ∙ share

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Phrase Localization Without Paired Training Examples

Localizing phrases in images is an important part of image understanding...
08/20/2019 ∙ by Josiah Wang, et al. ∙ 10 ∙ share

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EASSE: Easier Automatic Sentence Simplification Evaluation

We introduce EASSE, a Python package aiming to facilitate and standardis...
08/13/2019 ∙ by Fernando Alva-Manchego, et al. ∙ 0 ∙ share

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Predicting Actions to Help Predict Translations

We address the task of text translation on the How2 dataset using a stat...
08/05/2019 ∙ by Zixiu Wu, et al. ∙ 0 ∙ share

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VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions

We address the task of evaluating image description generation systems. ...
07/22/2019 ∙ by Pranava Madhyastha, et al. ∙ 3 ∙ share

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Is artificial data useful for biomedical Natural Language Processing

A major obstacle to the development of Natural Language Processing (NLP)...
07/01/2019 ∙ by Zixu Wang, et al. ∙ 0 ∙ share

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Distilling Translations with Visual Awareness

Previous work on multimodal machine translation has shown that visual in...
06/18/2019 ∙ by Julia Ive, et al. ∙ 0 ∙ share

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Probing the Need for Visual Context in Multimodal Machine Translation

Current work on multimodal machine translation (MMT) has suggested that ...
03/20/2019 ∙ by Ozan Caglayan, et al. ∙ 0 ∙ share

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How2: A Large-scale Dataset for Multimodal Language Understanding

In this paper, we introduce How2, a multimodal collection of instruction...
11/01/2018 ∙ by Ramon Sanabria, et al. ∙ 0 ∙ share

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Assessing Crosslingual Discourse Relations in Machine Translation

In an attempt to improve overall translation quality, there has been an ...
10/07/2018 ∙ by Karin Sim Smith, et al. ∙ 0 ∙ share

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End-to-end Image Captioning Exploits Multimodal Distributional Similarity

We hypothesize that end-to-end neural image captioning systems work seem...
09/11/2018 ∙ by Pranava Madhyastha, et al. ∙ 0 ∙ share

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Exploring Gap Filling as a Cheaper Alternative to Reading Comprehension Questionnaires when Evaluating Machine Translation for Gisting

A popular application of machine translation (MT) is gisting: MT is cons...
09/02/2018 ∙ by Mikel L. Forcada, et al. ∙ 0 ∙ share

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Defoiling Foiled Image Captions

We address the task of detecting foiled image captions, i.e. identifying...
05/16/2018 ∙ by Pranava Madhyastha, et al. ∙ 0 ∙ share

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A Report on the Complex Word Identification Shared Task 2018

We report the findings of the second Complex Word Identification (CWI) s...
04/24/2018 ∙ by Seid Muhie Yimam, et al. ∙ 0 ∙ share

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Object Counts! Bringing Explicit Detections Back into Image Captioning

The use of explicit object detectors as an intermediate step to image ca...
04/23/2018 ∙ by Josiah Wang, et al. ∙ 0 ∙ share

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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...
10/19/2017 ∙ by Desmond Elliott, et al. ∙ 0 ∙ share

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Complex Word Identification: Challenges in Data Annotation and System Performance

This paper revisits the problem of complex word identification (CWI) fol...
10/13/2017 ∙ by Marcos Zampieri, et al. ∙ 0 ∙ share

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SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation

Semantic Textual Similarity (STS) measures the meaning similarity of sen...
07/31/2017 ∙ by Daniel Cer, et al. ∙ 0 ∙ share

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Vicinity-Driven Paragraph and Sentence Alignment for Comparable Corpora

Parallel corpora have driven great progress in the field of Text Simplif...
12/13/2016 ∙ by Gustavo Henrique Paetzold, et al. ∙ 0 ∙ share

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Personalized Machine Translation: Preserving Original Author Traits

The language that we produce reflects our personality, and various perso...
10/18/2016 ∙ by Ella Rabinovich, et al. ∙ 0 ∙ share

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Exploring Prediction Uncertainty in Machine Translation Quality Estimation

Machine Translation Quality Estimation is a notoriously difficult task, ...
06/30/2016 ∙ by Daniel Beck, et al. ∙ 0 ∙ share

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Multi30K: Multilingual English-German Image Descriptions

We introduce the Multi30K dataset to stimulate multilingual multimodal r...
05/02/2016 ∙ by Desmond Elliott, et al. ∙ 0 ∙ share

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The USFD Spoken Language Translation System for IWSLT 2014

The University of Sheffield (USFD) participated in the International Wor...
09/13/2015 ∙ by Raymond W. M. Ng, et al. ∙ 0 ∙ share

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Learning Structural Kernels for Natural Language Processing

Structural kernels are a flexible learning paradigm that has been widely...
08/10/2015 ∙ by Daniel Beck, et al. ∙ 0 ∙ share

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