Nils Rethmeier

According to our database, Nils Rethmeier authored at least 11 papers between 2017 and 2024.

Collaborative distances:

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

2024

Understanding and Analyzing Model Robustness and Knowledge-Transfer in Multilingual Neural Machine Translation using TX-Ray.

Vageesh Saxena, Sharid Loáiciga, Nils Rethmeier

CoRR, 2024

2023

A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned, and Perspectives.

Nils Rethmeier, Isabelle Augenstein

ACM Comput. Surv., 2023

VendorLink: An NLP approach for Identifying & Linking Vendor Migrants & Potential Aliases on Darknet Markets.

Vageesh Saxena, Nils Rethmeier, Gijs van Dijck, Gerasimos Spanakis

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings.

Malte Ostendorff, Nils Rethmeier, Isabelle Augenstein, Bela Gipp, Georg Rehm

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2020

Long-Tail Zero and Few-Shot Learning via Contrastive Pretraining on and for Small Data.

Nils Rethmeier, Isabelle Augenstein

CoRR, 2020

TX-Ray: Quantifying and Explaining Model-Knowledge Transfer in (Un-)Supervised NLP.

Nils Rethmeier, Vageesh Kumar Saxena, Isabelle Augenstein

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

EffiCare: Better Prognostic Models via Resource-Efficient Health Embeddings.

Nils Rethmeier, Necip Oguz Serbetci, Sebastian Möller, Roland Roller

Proceedings of the AMIA 2020, 2020

2019

MoRTy: Unsupervised Learning of Task-specialized Word Embeddings by Autoencoding.

Nils Rethmeier, Barbara Plank

Proceedings of the 4th Workshop on Representation Learning for NLP, 2019

2018

Learning Comment Controversy Prediction in Web Discussions Using Incidentally Supervised Multi-Task CNNs.

Nils Rethmeier, Marc Hübner, Leonhard Hennig

Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, 2018

2017

Detecting Named Entities and Relations in German Clinical Reports.

Roland Roller, Nils Rethmeier, Philippe Thomas, Marc Hübner, Hans Uszkoreit, Oliver Staeck, Klemens Budde, Fabian Halleck, Danilo Schmidt

Proceedings of the Language Technologies for the Challenges of the Digital Age, 2017

Common Round: Application of Language Technologies to Large-Scale Web Debates.

Hans Uszkoreit, Aleksandra Gabryszak, Leonhard Hennig, Jörg Steffen, Renlong Ai, Stephan Busemann, Jon Dehdari, Josef van Genabith, Georg Heigold, Nils Rethmeier, Raphael Rubino, Sven Schmeier, Philippe Thomas, He Wang, Feiyu Xu

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017