Semantic Code Search with Neural Bag-of-Words and Graph Convolutional Networks. - Anna Abad Sieper; Omar Amarkhel; Savina Diez; Dominic Petrak (SKILL, 2020)

Improving the Numerical Reasoning Skills of Pretrained Language Models. - Dominic Petrak; Nafise Sadat Moosavi; Iryna Gurevych (CoRR, 2022)

Lessons Learned from a Citizen Science Project for Natural Language Processing. - Jan-Christoph Klie; Ji-Ung Lee; Kevin Stowe; Gözde Gül Sahin; Nafise Sadat Moosavi; Luke Bates; Dominic Petrak; Richard Eckart de Castilho; Iryna Gurevych (EACL, 2023)

Learning From Free-Text Human Feedback - Collect New Datasets Or Extend Existing Ones? - Dominic Petrak; Nafise Sadat Moosavi; Ye Tian; Nikolai Rozanov; Iryna Gurevych (EMNLP, 2023)

Arithmetic-Based Pretraining Improving Numeracy of Pretrained Language Models. - Dominic Petrak; Nafise Sadat Moosavi; Iryna Gurevych (*SEM@ACL, 2023)

Learning from Implicit User Feedback, Emotions and Demographic Information in Task-Oriented and Document-Grounded Dialogues. - Dominic Petrak; Thy Thy Tran; Iryna Gurevych (EMNLP (Findings), 2024)

Systematic Analysis of Requirements for Socially Acceptable Service Robots. - Andrea Ruo; Simone Arreghini; Luca Capra; Rosario De Chiara; Valeria Di Pasquale; Alessandro Giusti; Cristina Iani; Antonio Paolillo; Dominic Petrak; Alexander Plaum; Megha Quamara; Lorenzo Sabattini; et al. (HFR, 2024)

Learning from Emotions, Demographic Information and Implicit User Feedback in Task-Oriented Document-Grounded Dialogues. - Dominic Petrak; Thy Thy Tran; Iryna Gurevych (CoRR, 2024)