Actor Identification and Relevance Filtering in Movie Reviews. - Julia Romberg (GvD, 2016)

Comparing Relevance Feedback Techniques on German News Articles. - Julia Romberg (BTW (Workshops), 2017)

HHU at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Data using Machine Learning Methods. - Tobias Cabanski; Julia Romberg; Stefan Conrad 001 (SemEval@ACL, 2017)

GDWDS: First Insights from a Student-based Key Phrase Annotation Process of Medical Information Needs on a Novel German Diabetes Web Data Set. - Julia Romberg (Grundlagen von Datenbanken, 2018)

HHU at SemEval-2019 Task 6: Context Does Matter - Tackling Offensive Language Identification and Categorization with ELMo. - Alexander Oberstraß; Julia Romberg; Anke Stoll; Stefan Conrad 001 (SemEval@NAACL-HLT, 2019)

Annotating Patient Information Needs in Online Diabetes Forums. - Julia Romberg; Jan Dyczmons; Sandra Olivia Borgmann; Jana Sommer; Markus Vomhof; Cecilia Brunoni; Ismael Bruck-Ramisch; Luis Enders; Andrea Icks; Stefan Conrad 001 (SMM4H@COLING, 2020)

Citizen Involvement in Urban Planning - How Can Municipalities Be Supported in Evaluating Public Participation Processes for Mobility Transitions? - Julia Romberg; Stefan Conrad 001 (ArgMining@EMNLP, 2021)

Is Your Perspective Also My Perspective? Enriching Prediction with Subjectivity. - Julia Romberg (ArgMining@COLING, 2022)

Automated Topic Categorisation of Citizens' Contributions: Reducing Manual Labelling Efforts Through Active Learning. - Julia Romberg; Tobias Escher (EGOV, 2022)

A Corpus of German Citizen Contributions in Mobility Planning: Supporting Evaluation Through Multidimensional Classification. - Julia Romberg; Laura Mark; Tobias Escher (LREC, 2022)

A General Framework for Multimodal Argument Persuasiveness Classification of Tweets. - Mohammad Soltani; Julia Romberg (ArgMining@EMNLP, 2023)

Architectural Sweet Spots for Modeling Human Label Variation by the Example of Argument Quality: It's Best to Relate Perspectives! - Philipp Heinisch; Matthias Orlikowski; Julia Romberg; Philipp Cimiano (EMNLP, 2023)

Mind the User! Measures to More Accurately Evaluate the Practical Value of Active Learning Strategies. - Julia Romberg (RANLP, 2023)

Machine-assisted Text Classification of Public Participation Contributions. - Julia Romberg (2024)

Making Sense of Citizens' Input through Artificial Intelligence: A Review of Methods for Computational Text Analysis to Support the Evaluation of Contributions in Public Participation. - Julia Romberg; Tobias Escher (Digit. Gov. Res. Pract., 2024)

Towards a Perspectivist Turn in Argument Quality Assessment. - Julia Romberg; Maximilian Maurer; Henning Wachsmuth; Gabriella Lapesa (NAACL (Long Papers), 2025)

Have LLMs Made Active Learning Obsolete? Surveying the NLP Community. - Julia Romberg; Christopher Schröder 001; Julius Gonsior; Katrin Tomanek; Fredrik Olsson (CoRR, 2025)