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Julius Cheng

5 papers · 2023–2026 · 3 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

EACL (3) EMNLP (1) NAACL (1)

Top co-authors

Andreas Vlachos (4) Maike Züfle (2) Vilém Zouhar (2) Beni Egressy (1) Jan Niehues (1) Mrinmaya Sachan (1) Ieva Staliūnaitė (1)

Research topics

Machine Learning (4) Optimization & Theory (4) Natural Language Processing (3) Artificial Intelligence (2) Applications (2) Mathematics & Optimization (1) Bayesian & Probabilistic (1) Core AI (1) Generation (1) Optimization (1)

Keywords

machine translation (3) neural machine translation (2) confidence estimation (2) gaussian process (1) early exit (1) bayesian optimization (1) shannon entropy (1) bandit algorithm (1) utility function (1) uncertainty estimation (1) beam search (1) minimum bayes risk (1) multi-fidelity optimization (1) semantic diversity (1) gender bia (1) probability mass (1) semantic uncertainty (1) sampling optimization (1) probabilistic modeling (1) list reranking (1)

Papers

Early-Exit and Instant Confidence Translation Quality Estimation EACL 2026 Uncertainty Quantification for Evaluating Gender Bias in Machine Translation EACL 2026 A Bayesian Optimization Approach to Machine Translation Reranking NAACL 2025 Measuring Uncertainty in Neural Machine Translation with Similarity-Sensitive Entropy EACL 2024 Faster Minimum Bayes Risk Decoding with Confidence-based Pruning EMNLP 2023