Julius Gonsior

24 papers B 3C 3Journal 5Unranked 13
YearRankTypeTitle / Venue / Authors
2026 — conf
Reassessing Active Learning Adoption in Contemporary NLP: A Community Survey.
EACL (Volume 1: Long Papers)
Julia Romberg, Christopher Schröder, Julius Gonsior, Katrin Tomanek, Fredrik Olsson
2025 C conf
Domain Adaption of a Heterogeneous Textual Dataset for Semantic Similarity Clustering.
DATA
Erik Nikulski, Julius Gonsior, Claudio Hartmann, Wolfgang Lehner
2025 J jnl
Have LLMs Made Active Learning Obsolete? Surveying the NLP Community.
CoRR
Julia Romberg, Christopher Schröder, Julius Gonsior, Katrin Tomanek, Fredrik Olsson
2025 J jnl
Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid.
CoRR
Julius Gonsior, Tim Rieß, Anja Reusch, Claudio Hartmann, Maik Thiele, Wolfgang Lehner
2024 C conf
Active Learning with Aggregated Uncertainties from Image Augmentations.
EANN
Tamás Janusko, Colin Simon, Kevin Kirsten, Serhiy Bolkun, Eric Weinzierl, Julius Gonsior, Maik Thiele
2024 — conf
Assembling four Open Web Search Components: TU Dresden at WOWS 2024.
WOWS@ECIR
Linda Erben, Maria Hampel, Malte-Christian Kuns, Vincent Melisch, Per Natzschka, Wilhelm Pertsch, Lina Razouk, Reiner Stolle, Robert Thomas Thoss, Tuan Giang Trinh, Julius Gonsior, Anja Reusch
2024 — conf
Investigating the Usage of Formulae in Mathematical Answer Retrieval.
ECIR (1)
Anja Reusch, Julius Gonsior, Claudio Hartmann, Wolfgang Lehner
2024 — conf
Selma: A Semantic Local Code Search Platform.
ECIR (5)
Anja Reusch, Guilherme C. Lopes, Wilhelm Pertsch, Hannes Ueck, Julius Gonsior, Wolfgang Lehner
2024 — conf
TAFT: A Transformer-Based Approach for Format Transformation.
DS (LB)
Erik Schönwälder, Julius Gonsior, Anja Reusch, Claudio Hartmann, Wolfgang Lehner
2023 — conf
An Empirical Study on the Robustness of Active Learning for Biomedical Image Classification Under Model Transfer Scenarios.
ADBIS (Short Papers)
Tamás Janusko, Julius Gonsior, Maik Thiele
2023 C conf
Comparing and Improving Active Learning Uncertainty Measures for Transformer Models.
ADBIS
Julius Gonsior, Christian Falkenberg, Silvio Magino, Anja Reusch, Claudio Hartmann, Maik Thiele, Wolfgang Lehner
2023 — conf
Mr-Fosdick at SemEval-2023 Task 5: Comparing Dataset Expansion Techniques for Non-Transformer and Transformer Models: Improving Model Performance through Data Augmentation.
SemEval@ACL
Christian Falkenberg, Erik Schönwälder, Tom Rietzke, Chris-Andris Görner, Robert Walther, Julius Gonsior, Anja Reusch
2023 — conf
Sabrina Spellman at SemEval-2023 Task 5: Discover the Shocking Truth Behind this Composite Approach to Clickbait Spoiling!
SemEval@ACL
Simon Birkenheuer, Jonathan Drechsel, Paul Justen, Jimmy Phlmann, Julius Gonsior, Anja Reusch
2022 — conf
ALWars: Combat-Based Evaluation of Active Learning Strategies.
ECIR (2)
Julius Gonsior, Jakob Krude, Janik Schönfelder, Maik Thiele, Wolfgang Lehner
2022 B conf
ImitAL: Learned Active Learning Strategy on Synthetic Data.
DS
Julius Gonsior, Maik Thiele, Wolfgang Lehner
2022 J jnl
ImitAL: Learned Active Learning Strategy on Synthetic Data.
CoRR
Julius Gonsior, Maik Thiele, Wolfgang Lehner
2022 J jnl
To Softmax, or not to Softmax: that is the question when applying Active Learning for Transformer Models.
CoRR
Julius Gonsior, Christian Falkenberg, Silvio Magino, Anja Reusch, Maik Thiele, Wolfgang Lehner
2021 J jnl
ImitAL: Learning Active Learning Strategies from Synthetic Data.
CoRR
Julius Gonsior, Maik Thiele, Wolfgang Lehner
2021 — conf
Pre-Trained Web Table Embeddings for Table Discovery.
aiDM@SIGMOD
Michael Günther, Maik Thiele, Julius Gonsior, Wolfgang Lehner
2020 — conf
Active Learning for Spreadsheet Cell Classification.
EDBT/ICDT Workshops
Julius Gonsior, Josephine Rehak, Maik Thiele, Elvis Koci, Michael Günther, Wolfgang Lehner
2020 B conf
WeakAL: Combining Active Learning and Weak Supervision.
DS
Julius Gonsior, Maik Thiele, Wolfgang Lehner
2019 B conf
XLIndy: Interactive Recognition and Information Extraction in Spreadsheets.
DocEng
Elvis Koci, Dana Kuban, Nico Luettig, Dominik Olwig, Maik Thiele, Julius Gonsior, Wolfgang Lehner, Oscar Romero
2018 — conf
Getting the Most Out of Wikidata: Semantic Technology Usage in Wikipedia's Knowledge Graph.
ISWC (2)
Stanislav Malyshev, Markus Krötzsch, Larry González, Julius Gonsior, Adrian Bielefeldt
2018 — conf
Practical Linked Data Access via SPARQL: The Case of Wikidata.
LDOW@WWW
Adrian Bielefeldt, Julius Gonsior, Markus Krötzsch