Jonas Golde

According to our database, Jonas Golde authored at least 19 papers between 2022 and 2026.

Collaborative distances:

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

2026

Hierarchical Text Classification with LLM-Refined Taxonomies.

Jonas Golde, Nicolaas Paul Jedema, Ravi Krishnan, Phong Le

CoRR, January, 2026

What Matters When Building Universal Multilingual Named Entity Recognition Models?

Jonas Golde, Patrick Haller, Alan Akbik

CoRR, January, 2026

Hierarchical Text Classification with LLM-Refined Taxonomies.

Jonas Golde, Nicolaas Paul Jedema, RaviKiran Krishnan, Phong Le

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

FiNERweb: Datasets and Artifacts for Scalable Multilingual Named Entity Recognition.

Jonas Golde, Patrick Haller, Alan Akbik

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2026, 2026

2025

Sample-Efficient Language Modeling with Linear Attention and Lightweight Enhancements.

Patrick Haller, Jonas Golde, Alan Akbik

CoRR, November, 2025

PISA-Bench: The PISA Index as a Multilingual and Multimodal Metric for the Evaluation of Vision-Language Models.

Patrick Haller, Fabio Barth, Jonas Golde, Georg Rehm, Alan Akbik

CoRR, October, 2025

Empirical Evaluation of Knowledge Distillation from Transformers to Subquadratic Language Models.

Patrick Haller, Jonas Golde, Alan Akbik

CoRR, April, 2025

MastermindEval: A Simple But Scalable Reasoning Benchmark.

Jonas Golde, Patrick Haller, Fabio Barth, Alan Akbik

CoRR, March, 2025

Familarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data.

Jonas Golde, Patrick Haller, Max Ploner, Fabio Barth, Nicolaas Paul Jedema, Alan Akbik

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

Question Decomposition for Retrieval-Augmented Generation.

Paul J. L. Ammann, Jonas Golde, Alan Akbik

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop), 2025

2024

Non-rigid point cloud registration for middle ear diagnostics with endoscopic optical coherence tomography.

Peng Liu, Jonas Golde, Joseph Morgenstern, Sebastian Bodenstedt, Chenpan Li, Yujia Hu, Zhaoyu Chen, Edmund Koch, Marcus Neudert, Stefanie Speidel

Int. J. Comput. Assist. Radiol. Surg., January, 2024

BabyHGRN: Exploring RNNs for Sample-Efficient Training of Language Models.

Patrick Haller, Jonas Golde, Alan Akbik

CoRR, 2024

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data.

Jonas Golde, Patrick Haller, Max Ploner, Fabio Barth, Nicolaas Paul Jedema, Alan Akbik

CoRR, 2024

Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition.

Jonas Golde, Felix Hamborg, Alan Akbik

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

PECC: Problem Extraction and Coding Challenges.

Patrick Haller, Jonas Golde, Alan Akbik

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs.

Jonas Golde, Patrick Haller, Felix Hamborg, Julian Risch, Alan Akbik

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

2022

A Handheld Fiber-Optic Probe to Enable Optical Coherence Tomography of Oral Soft Tissue.

Julia Walther, Jonas Golde, Marius Albrecht, Bryden C. Quirk, Loretta Scolaro, Rodney W. Kirk, Yuliia Gruda, Christian Schnabel, Florian Tetschke, Korinna Joehrens, Dominik Haim, Michaela Buckova, Jiawen Li, Robert A. McLaughlin

IEEE Trans. Biomed. Eng., 2022

BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing.

Jason Alan Fries, Leon Weber, Natasha Seelam, Gabriel Altay, Debajyoti Datta, Samuele Garda, Myungsun Kang, Ruisi Su, Wojciech Kusa, Samuel Cahyawijaya, Fabio Barth, Simon Ott, Matthias Samwald, Stephen H. Bach, Stella Biderman, Mario Sänger, Bo Wang, Alison Callahan, Daniel León Periñán, Théo Gigant, Patrick Haller, Jenny Chim, José David Posada, John Michael Giorgi, Karthik Rangasai Sivaraman, Marc Pàmies, Marianna Nezhurina, Robert Martin, Michael Cullan, Moritz Freidank, Nathan Dahlberg, Shubhanshu Mishra, Shamik Bose, Nicholas Michio Broad, Yanis Labrak, Shlok S. Deshmukh, Sid Kiblawi, Ayush Singh, Minh Chien Vu, Trishala Neeraj, Jonas Golde, Albert Villanova del Moral, Benjamin Beilharz

CoRR, 2022

BigBio: A Framework for Data-Centric Biomedical Natural Language Processing.

Jason A. Fries, Leon Weber, Natasha Seelam, Gabriel Altay, Debajyoti Datta, Samuele Garda, Sunny Kang, Rosaline Su, Wojciech Kusa, Samuel Cahyawijaya, Fabio Barth, Simon Ott, Matthias Samwald, Stephen H. Bach, Stella Biderman, Mario Sänger, Bo Wang, Alison Callahan, Daniel León Periñán, Théo Gigant, Patrick Haller, Jenny Chim, José D. Posada, John M. Giorgi, Karthik Rangasai Sivaraman, Marc Pàmies, Marianna Nezhurina, Robert Martin, Michael Cullan, Moritz Freidank, Nathan Dahlberg, Shubhanshu Mishra, Shamik Bose, Nicholas Broad, Yanis Labrak, Shlok Deshmukh, Sid Kiblawi, Ayush Singh, Minh Chien Vu, Trishala Neeraj, Jonas Golde, Albert Villanova del Moral, Benjamin Beilharz

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022