Sheila Castilho
9 papers · 2017–2025 · 2 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 🌍 Conference Polyglot · Bronze
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The Questioner
(2)
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Renaissance Researcher
(6)
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Trend Setter
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Research topics
Natural Language Processing
(8)
Applications
(8)
Machine Learning
(7)
Learning Types · Machine Learning
(5)
Deep Learning
(4)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Resources & Methods
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Speech & Audio
(1)
Analysis
(1)
Keywords
machine translation
(7)
translation quality
(5)
human evaluation
(4)
neural machine translation
(3)
inter-annotator agreement
(3)
multimodal translation
(2)
document-level translation
(2)
document-level evaluation
(2)
visual feature
(1)
image encoding
(1)
lexical ambiguity
(1)
low-resource language
(1)
human judgment
(1)
long context
(1)
statistical machine translation
(1)
image captioning
(1)
context-aware translation
(1)
quality estimation
(1)
manual evaluation
(1)
multilingual model
(1)
Papers
Audio-Based Crowd-Sourced Evaluation of Machine Translation Quality
EMNLP 2025
Long-context Reference-based MT Quality Estimation
EMNLP 2025
DCU ADAPT at WMT24: English to Low-resource Multi-Modal Translation Task
EMNLP 2024
Results of WMT23 Metrics Shared Task: Metrics Might Be Guilty but References Are Not Innocent
EMNLP 2023
DELA Corpus - A Document-Level Corpus Annotated with Context-Related Issues
EMNLP 2021
Towards Document-Level Human MT Evaluation: On the Issues of Annotator Agreement, Effort and Misevaluation
EACL 2021
On the Same Page? Comparing Inter-Annotator Agreement in Sentence and Document Level Human Machine Translation Evaluation
EMNLP 2020
Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine Translation
EMNLP 2018
Using Images to Improve Machine-Translating E-Commerce Product Listings.
EACL 2017