Chrysoula Zerva
26 papers · 2018–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (48) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Topic Evolution
🔬
Deep Specialist
(14)
🤝
Dynamic Duo
(11)
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Prolific Year · Productive
🔥
Unstoppable · Bronze
❓
The Questioner
(4)
💎
Century Club · Bronze
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Keyword Collector
(124)
Top co-authors
Research topics
Natural Language Processing
(22)
Machine Learning
(17)
Applications
(17)
Learning Types · Machine Learning
(13)
Artificial Intelligence
(11)
Core AI
(11)
Deep Learning
(8)
Application Areas
(5)
Learning Types · Deep Learning
(5)
Optimization & Theory
(5)
Core Methods
(4)
Understanding
(4)
Architectures
(3)
Generation
(3)
Computer Vision
(2)
Keywords
machine translation
(14)
quality estimation
(11)
large language model
(4)
direct assessment
(4)
machine translation evaluation
(4)
sentence-level prediction
(4)
word-level prediction
(4)
uncertainty quantification
(4)
conformal prediction
(3)
neural machine translation
(3)
multidimensional quality metrics
(3)
political discourse
(2)
uncertainty modeling
(2)
text classification
(2)
multilingual model
(2)
uncertainty estimation
(2)
error detection
(2)
evaluation metric
(2)
zero-shot learning
(2)
reference-free evaluation
(2)
Papers
SemEval-2026 Task 6: CLARITY – Unmasking Political Question Evasions
SemEval 2026
Unlocking Latent Discourse Translation in LLMs Through Quality-Aware Decoding
EACL 2026
A Conformal Risk Control Framework for Granular Word Assessment and Uncertainty Calibration of CLIPScore Quality Estimates
ACL 2025
Evaluation of Multilingual Image Captioning: How far can we get with CLIP models?
NAACL 2025
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
Rejected Dialects: Biases Against African American Language in Reward Models
NAACL 2025
Towards Trustworthy Summarization of Cardiovascular Articles: A Factuality-and-Uncertainty-Aware Biomedical LLM Approach
EMNLP 2025
Are LLMs Breaking MT Metrics? Results of the WMT24 Metrics Shared Task
EMNLP 2024
Findings of the Quality Estimation Shared Task at WMT 2024: Are LLMs Closing the Gap in QE?
EMNLP 2024
”I Never Said That”: 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
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
Results of WMT23 Metrics Shared Task: Metrics Might Be Guilty but References Are Not Innocent
EMNLP 2023
COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared Task
EMNLP 2022
CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task
EMNLP 2022
Disentangling Uncertainty in Machine Translation Evaluation
EMNLP 2022
Findings of the WMT 2022 Shared Task on Quality Estimation
EMNLP 2022
Learning Disentangled Representations of Negation and Uncertainty
ACL 2022
Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task
EMNLP 2021
Findings of the WMT 2021 Shared Task on Quality Estimation
EMNLP 2021
IST-Unbabel 2021 Submission for the Quality Estimation Shared Task
EMNLP 2021
Uncertainty-Aware Machine Translation Evaluation
EMNLP 2021
Paths for uncertainty: Exploring the intricacies of uncertainty identification for news
NAACL 2018