Dominic Petrak

5 papers · 2023–2025 · 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 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

EMNLP (3) ACL (1) EACL (1)

Top co-authors

Iryna Gurevych (5) Nafise Sadat Moosavi (2) Thy Thy Tran (2) Jan-Christoph Klie (1) Ji-Ung Lee (1) Ye Tian (1) Gözde Şahin (1) Luke Bates (1) Nikolai Rozanov (1) Nafise Moosavi (1)

Research topics

Natural Language Processing (4) Generation (4) Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Core AI (2) Learning Types · Machine Learning (2) Application Areas (1) Applications (1) Core Methods (1) Learning Types · Deep Learning (1) Resources & Methods (1) Techniques (1)

Keywords

dialogue system (3) conversational ai (2) large language model (2) contrastive learning (2) natural language processing (2) language model (1) user feedback (1) error analysis (1) factual consistency (1) number representation (1) dataset annotation (1) task completion (1) soft nearest neighbor loss (1) corpus building (1) citizen science (1) document-grounded dialogue (1) representation learning (1) extended pretraining (1) data annotation (1) task-oriented dialogue (1)

Papers

Towards Automated Error Discovery: A Study in Conversational AI EMNLP 2025 Learning from Implicit User Feedback, Emotions and Demographic Information in Task-Oriented and Document-Grounded Dialogues EMNLP 2024 Arithmetic-Based Pretraining Improving Numeracy of Pretrained Language Models ACL 2023 Learning From Free-Text Human Feedback – Collect New Datasets Or Extend Existing Ones? EMNLP 2023 Lessons Learned from a Citizen Science Project for Natural Language Processing EACL 2023