Eleftheria Briakou
19 papers · 2019–2025 · 4 venues · across top CS/AI venues
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machine translation
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data augmentation
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multilingual evaluation
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text generation
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low-resource language
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african language
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domain adaptation
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in-context learning
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natural language generation
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question answering
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Papers
Findings of the WMT25 Multilingual Instruction Shared Task: Persistent Hurdles in Reasoning, Generation, and Evaluation
EMNLP 2025
Leveraging Domain Knowledge at Inference Time for LLM Translation: Retrieval versus Generation
NAACL 2025
Overestimation in LLM Evaluation: A Controlled Large-Scale Study on Data Contamination’s Impact on Machine Translation
ICML 2025
SSA-COMET: Do LLMs Outperform Learned Metrics in Evaluating MT for Under-Resourced African Languages?
EMNLP 2025
WMT24++: Expanding the Language Coverage of WMT24 to 55 Languages & Dialects
ACL 2025
AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages
NAACL 2024
Translating Step-by-Step: Decomposing the Translation Process for Improved Translation Quality of Long-Form Texts
EMNLP 2024
Explaining with Contrastive Phrasal Highlighting: A Case Study in Assisting Humans to Detect Translation Differences
EMNLP 2023
Searching for Needles in a Haystack: On the Role of Incidental Bilingualism in PaLM’s Translation Capability
ACL 2023
What Else Do I Need to Know? The Effect of Background Information on Users’ Reliance on QA Systems
EMNLP 2023
BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation
NAACL 2022
Can Synthetic Translations Improve Bitext Quality?
ACL 2022
A Review of Human Evaluation for Style Transfer
ACL 2021
Beyond Noise: Mitigating the Impact of Fine-grained Semantic Divergences on Neural Machine Translation
ACL 2021
Evaluating the Evaluation Metrics for Style Transfer: A Case Study in Multilingual Formality Transfer
EMNLP 2021
Olá, Bonjour, Salve! XFORMAL: A Benchmark for Multilingual Formality Style Transfer
NAACL 2021
Detecting Fine-Grained Cross-Lingual Semantic Divergences without Supervision by Learning to Rank
EMNLP 2020
Cross-Topic Distributional Semantic Representations Via Unsupervised Mappings
NAACL 2019
The University of Maryland’s Kazakh-English Neural Machine Translation System at WMT19
ACL 2019