Lukas Fischer

5 papers · 2024–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

NAACL (2) COLING (1) EACL (1) IJCAI (1)

Top co-authors

Yingqiang Gao (3) Alexa Lintner (2) Sarah Ebling (2) Bernhard A. Moser (1) Dominic Philipp Fischer (1) Phillip Benjamin Ströbel (1) Martin Volk (1) Annette Rios (1) Alessia Battisti (1) Mohit Kumar (1)

Research topics

Natural Language Processing (4) Applications (3) Machine Learning (2) Application Areas (2) Generation (2) Resources & Methods (2) Artificial Intelligence (1) Security & Privacy (1) Core AI (1) Core Methods (1) Differential Privacy (1) Learning Paradigms (1)

Keywords

large language model (2) machine translation (2) text summarization (1) german language (1) privacy-preserving learning (1) utility optimization (1) text simplification (1) reproducing kernel hilbert space (1) privacy-utility trade-off (1) vision-language model (1) generative ai (1) evaluation metric (1) membership inference (1) multilingual system (1) meaning preservation (1) fluency assessment (1) latin language (1) kernel methods (1) audio description (1) visual impairment (1)

Papers

DETECT: Determining Ease and Textual Clarity of German Text Simplifications EACL 2026 Audio Description Generation in the Era of LLMs and VLMs: A Review of Transferable Generative AI Technologies NAACL 2025 SwissADT: An Audio Description Translation System for Swiss Languages NAACL 2025 LLM-based Machine Translation and Summarization for Latin COLING 2024 On Mitigating the Utility-Loss in Differentially Private Learning: A New Perspective by a Geometrically Inspired Kernel Approach (Abstract Reprint) IJCAI 2024