Nathaniel Berger

4 papers · 2021–2025 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

EMNLP (4)

Top co-authors

Stefan Riezler (3) Matthias Huck (2) Miriam Exel (2) Pinzhen Chen (1) Vilém Zouhar (1) Arturo Oncevay (1) Sebastian Ebert (1) Kirill Semenov (1) Johannes Eschbach-Dymanus (1) Dawei Zhu (1)

Research topics

Machine Learning (4) Natural Language Processing (2) Applications (2) Learning Types (2) Optimization & Theory (2) Artificial Intelligence (1) Mathematics & Optimization (1) Application Areas (1) Core AI (1) Core Methods (1) Generation (1) Optimization (1)

Keywords

terminology translation (2) preference optimization (2) supervised fine-tuning (2) neural machine translation (1) document-level translation (1) heuristic search (1) nearest neighbor (1) adversarial attack (1) black-box attack (1) zeroth-order optimization (1) pairwise preference (1) translation quality (1) shared task (1) domain-specific translation (1) nlp model (1) large language model (1) terminology disambiguation (1) english-german translation (1) terminology consistency (1) term accuracy (1)

Papers

Findings of the WMT25 Terminology Translation Task: Terminology is Useful Especially for Good MTs EMNLP 2025 Learning to Translate Ambiguous Terminology by Preference Optimization on Post-Edits EMNLP 2025 Post-edits Are Preferences Too EMNLP 2024 Don’t Search for a Search Method — Simple Heuristics Suffice for Adversarial Text Attacks EMNLP 2021