Bernd Ludwig

6 papers · 2023–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

COLING (2) EMNLP (2) EACL (1) NAACL (1)

Top co-authors

Sebastian Steindl (6) Ulrich Schäfer (6) André Kestler (1) Patrick Levi (1)

Research topics

Machine Learning (5) Natural Language Processing (4) Application Areas (4) Generation (4) Artificial Intelligence (2) Core AI (2) Learning Types (2) Deep Learning (1) Architectures (1) Bayesian & Probabilistic (1) Resources & Methods (1)

Keywords

large language model (4) data augmentation (4) dialogue system (3) task-oriented dialog (2) task-oriented dialogue (2) jailbreaking attack (1) prompt injection (1) dialogue evaluation (1) sequence-to-sequence model (1) counterfactual generation (1) controlled generation (1) dialog system (1) linguistic obfuscation (1) transformer model (1) self-checking mechanism (1) uncertainty quantification (1) synthetic dialog (1) dialogue generation (1) model uncertainty (1) benchmark dataset (1)

Papers

An Improved, Strong Baseline for Pre-Trained Large Language Models as Task-Oriented Dialogue Systems EMNLP 2025 CoPrUS: Consistency Preserving Utterance Synthesis towards more realistic benchmark dialogues COLING 2025 MonoTODia: Translating Monologue Requests to Task-Oriented Dialogues NAACL 2025 Counterfactual Dialog Mixing as Data Augmentation for Task-Oriented Dialog Systems COLING 2024 Linguistic Obfuscation Attacks and Large Language Model Uncertainty EACL 2024 Controlled Data Augmentation for Training Task-Oriented Dialog Systems with Low Resource Data EMNLP 2023