Chrysoula Zerva
25 papers · 2018–2026 · 5 conferences · across top CS/AI conferences
Achievements
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๐ Academic Marathon (7) ๐ Conference Polyglot (5) ๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Cross-Pollinator (9)
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Cross-Pollinator
(9)
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Renaissance Researcher
(6)
๐บ๏ธ
Taxonomy Completionist
(52)
๐ค
Dynamic Duo
(11)
๐ฌ
Deep Specialist
(14)
๐ฅ
Unstoppable
(5)
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The Questioner
(4)
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Century Club
(24)
๐๏ธ
Keyword Collector
(119)
โก
Prolific Year
(5)
Conferences
EMNLP (16)
ACL (3)
NAACL (3)
EACL (2)
ICLR (1)
Top co-authors
Research topics
Keywords
machine translation
(14)
quality estimation
(11)
sentence-level prediction
(4)
word-level prediction
(4)
direct assessment
(4)
uncertainty quantification
(4)
machine translation evaluation
(4)
large language model
(3)
neural machine translation
(3)
multidimensional quality metrics
(3)
neural network
(2)
uncertainty modeling
(2)
evaluation metric
(2)
reference-free evaluation
(2)
text classification
(2)
error detection
(2)
conformal prediction
(2)
zero-shot learning
(2)
uncertainty estimation
(2)
multilingual model
(2)
Papers
Unlocking Latent Discourse Translation in LLMs Through Quality-Aware Decoding
EACL 2026
Findings of the WMT25 Shared Task on Automated Translation Evaluation Systems: Linguistic Diversity is Challenging and References Still Help
EMNLP 2025
GAMBIT+: A Challenge Set for Evaluating Gender Bias in Machine Translation Quality Estimation Metrics
EMNLP 2025
A Conformal Risk Control Framework for Granular Word Assessment and Uncertainty Calibration of CLIPScore Quality Estimates
ACL 2025
Rejected Dialects: Biases Against African American Language in Reward Models
NAACL 2025
Evaluation of Multilingual Image Captioning: How far can we get with CLIP models?
NAACL 2025
Towards Trustworthy Summarization of Cardiovascular Articles: A Factuality-and-Uncertainty-Aware Biomedical LLM Approach
EMNLP 2025
Findings of the Quality Estimation Shared Task at WMT 2024: Are LLMs Closing the Gap in QE?
EMNLP 2024
โI Never Said Thatโ: A dataset, taxonomy and baselines on response clarity classification
EMNLP 2024
Non-Exchangeable Conformal Language Generation with Nearest Neighbors
EACL 2024
Non-Exchangeable Conformal Risk Control
ICLR 2024
Are LLMs Breaking MT Metrics? Results of the WMT24 Metrics Shared Task
EMNLP 2024
Results of WMT23 Metrics Shared Task: Metrics Might Be Guilty but References Are Not Innocent
EMNLP 2023
Counterfactuals of Counterfactuals: a back-translation-inspired approach to analyse counterfactual editors
ACL 2023
Findings of the WMT 2023 Shared Task on Quality Estimation
EMNLP 2023
CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task
EMNLP 2022
Learning Disentangled Representations of Negation and Uncertainty
ACL 2022
COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared Task
EMNLP 2022
Findings of the WMT 2022 Shared Task on Quality Estimation
EMNLP 2022
Disentangling Uncertainty in Machine Translation Evaluation
EMNLP 2022
Uncertainty-Aware Machine Translation Evaluation
EMNLP 2021
Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task
EMNLP 2021
IST-Unbabel 2021 Submission for the Quality Estimation Shared Task
EMNLP 2021
Findings of the WMT 2021 Shared Task on Quality Estimation
EMNLP 2021
Paths for uncertainty: Exploring the intricacies of uncertainty identification for news
NAACL 2018