Julia Romberg

According to our database, Julia Romberg authored at least 17 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Have LLMs Made Active Learning Obsolete? Surveying the NLP Community.

Julia Romberg, Christopher Schröder, Julius Gonsior, Katrin Tomanek, Fredrik Olsson

CoRR, March, 2025

Towards a Perspectivist Turn in Argument Quality Assessment.

Julia Romberg, Maximilian Maurer, Henning Wachsmuth, Gabriella Lapesa

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

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., March, 2024

Machine-assisted Text Classification of Public Participation Contributions.

Julia Romberg

PhD thesis, 2024

2023

Mind the User! Measures to More Accurately Evaluate the Practical Value of Active Learning Strategies.

Julia Romberg

Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 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

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

A General Framework for Multimodal Argument Persuasiveness Classification of Tweets.

Mohammad Soltani, Julia Romberg

Proceedings of the 10th Workshop on Argument Mining, 2023

2022

A Corpus of German Citizen Contributions in Mobility Planning: Supporting Evaluation Through Multidimensional Classification.

Julia Romberg, Laura Mark, Tobias Escher

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Automated Topic Categorisation of Citizens' Contributions: Reducing Manual Labelling Efforts Through Active Learning.

Julia Romberg, Tobias Escher

Proceedings of the Electronic Government - 21st IFIP WG 8.5 International Conference, 2022

Is Your Perspective Also My Perspective? Enriching Prediction with Subjectivity.

Julia Romberg

Proceedings of the 9th Workshop on Argument Mining, 2022

2021

Citizen Involvement in Urban Planning - How Can Municipalities Be Supported in Evaluating Public Participation Processes for Mobility Transitions?

Julia Romberg, Stefan Conrad

Proceedings of the 8th Workshop on Argument Mining, 2021

2020

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

Proceedings of the Fifth Social Media Mining for Health Applications Workshop & Shared Task, 2020

2019

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

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

2018

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

Proceedings of the 30th GI-Workshop Grundlagen von Datenbanken, Wuppertal, 2018

2017

HHU at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Data using Machine Learning Methods.

Tobias Cabanski, Julia Romberg, Stefan Conrad

Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

Comparing Relevance Feedback Techniques on German News Articles.

Julia Romberg

Proceedings of the Datenbanksysteme für Business, 2017

2016

Actor Identification and Relevance Filtering in Movie Reviews.

Julia Romberg

Proceedings of the 28th GI-Workshop Grundlagen von Datenbanken, Nörten Hardenberg, 2016