Nils Rethmeier

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 14

Top Topics

Unsupervised Learning

Knowledge Transfer

Language Processing

Top Venues

Publications

Vageesh Saxena, Nils Rethmeier, Gijs van Dijck, Gerasimos Spanakis
VendorLink: An NLP approach for Identifying & Linking Vendor Migrants & Potential Aliases on Darknet Markets. ACL (1) (2023)
Nils Rethmeier, Isabelle Augenstein
A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned, and Perspectives. ACM Comput. Surv. 55 (10) (2023)
Vageesh Saxena, Nils Rethmeier, Gijs van Dijck, Gerasimos Spanakis
VendorLink: An NLP approach for Identifying & Linking Vendor Migrants & Potential Aliases on Darknet Markets. CoRR (2023)
Malte Ostendorff, Nils Rethmeier, Isabelle Augenstein, Bela Gipp, Georg Rehm
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings. EMNLP (2022)
Malte Ostendorff, Nils Rethmeier, Isabelle Augenstein, Bela Gipp, Georg Rehm
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings. CoRR (2022)
Nils Rethmeier, Isabelle Augenstein
A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives. CoRR (2021)
Nils Rethmeier, Isabelle Augenstein
Long-Tail Zero and Few-Shot Learning via Contrastive Pretraining on and for Small Data. CoRR (2020)
Nils Rethmeier, Necip Oguz Serbetci, Sebastian Möller, Roland Roller
EffiCare: Better Prognostic Models via Resource-Efficient Health Embeddings. AMIA (2020)
Nils Rethmeier, Vageesh Kumar Saxena, Isabelle Augenstein
TX-Ray: Quantifying and Explaining Model-Knowledge Transfer in (Un-)Supervised NLP. UAI (2020)
Nils Rethmeier, Vageesh Kumar Saxena, Isabelle Augenstein
TX-Ray: Quantifying and Explaining Model-Knowledge Transfer in (Un-)Supervised NLP. CoRR (2019)
Nils Rethmeier, Barbara Plank
MoRTy: Unsupervised Learning of Task-specialized Word Embeddings by Autoencoding. RepL4NLP@ACL (2019)
Nils Rethmeier, Marc Hübner, Leonhard Hennig
Learning Comment Controversy Prediction in Web Discussions Using Incidentally Supervised Multi-Task CNNs. WASSA@EMNLP (2018)
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
Common Round: Application of Language Technologies to Large-Scale Web Debates. EACL (Software Demonstrations) (2017)
Roland Roller, Nils Rethmeier, Philippe Thomas, Marc Hübner, Hans Uszkoreit, Oliver Staeck, Klemens Budde, Fabian Halleck, Danilo Schmidt
Detecting Named Entities and Relations in German Clinical Reports. GSCL (2017)