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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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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...
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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...
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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...
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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...
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Simultaneous Machine Translation with Visual Context
Simultaneous machine translation (SiMT) aims to translate a continuous i...
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Unsupervised Quality Estimation for Neural Machine Translation
Quality Estimation (QE) is an important component in making Machine Tran...
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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...
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Multimodal Machine Translation through Visuals and Speech
Multimodal machine translation involves drawing information from more th...
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Transformer-based Cascaded Multimodal Speech Translation
This paper describes the cascaded multimodal speech translation systems ...
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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...
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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...
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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...
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Phrase Localization Without Paired Training Examples
Localizing phrases in images is an important part of image understanding...
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EASSE: Easier Automatic Sentence Simplification Evaluation
We introduce EASSE, a Python package aiming to facilitate and standardis...
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Predicting Actions to Help Predict Translations
We address the task of text translation on the How2 dataset using a stat...
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VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions
We address the task of evaluating image description generation systems. ...
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Is artificial data useful for biomedical Natural Language Processing
A major obstacle to the development of Natural Language Processing (NLP)...
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Distilling Translations with Visual Awareness
Previous work on multimodal machine translation has shown that visual in...
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Probing the Need for Visual Context in Multimodal Machine Translation
Current work on multimodal machine translation (MMT) has suggested that ...
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How2: A Large-scale Dataset for Multimodal Language Understanding
In this paper, we introduce How2, a multimodal collection of instruction...
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Assessing Crosslingual Discourse Relations in Machine Translation
In an attempt to improve overall translation quality, there has been an ...
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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...
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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...
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Defoiling Foiled Image Captions
We address the task of detecting foiled image captions, i.e. identifying...
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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...
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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...
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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...
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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...
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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...
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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...
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Personalized Machine Translation: Preserving Original Author Traits
The language that we produce reflects our personality, and various perso...
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Exploring Prediction Uncertainty in Machine Translation Quality Estimation
Machine Translation Quality Estimation is a notoriously difficult task, ...
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Multi30K: Multilingual English-German Image Descriptions
We introduce the Multi30K dataset to stimulate multilingual multimodal r...
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The USFD Spoken Language Translation System for IWSLT 2014
The University of Sheffield (USFD) participated in the International Wor...
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Learning Structural Kernels for Natural Language Processing
Structural kernels are a flexible learning paradigm that has been widely...
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