Max Lübbering

33 papers A* 1A 1B 8C 1Misc 1Journal 7Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Modalities, a PyTorch-native Framework For Large-scale LLM Training and Research.
CoRR
Max Lübbering, Timm Ruland, Richard Rutmann, Felix Stollenwerk, David Fitzek, Michael Fromm, Alexander Arno Weber, Rafet Sifa, Nicolas Flores-Herr, Joachim Köhler, Mehdi Ali
2025 — conf
Architectural Proposal for Reproducible, Standardized Deep Learning Research.
ICSA Companion
Max Lübbering, Vijul Shah, Moinam Chatterjee, Priya Priya, Osama Soliman, Rafet Sifa
2025 A* conf
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models.
EMNLP
Mehdi Ali, Manuel Brack, Max Lübbering, Elias Wendt, Abbas Goher Khan, Richard Rutmann, Alex Jude, Maurice Kraus, Alexander Arno Weber, Felix Stollenwerk, David Kaczér, Florian Mai, Lucie Flek, Rafet Sifa, Nicolas Flores-Herr, Joachim Köhler, Patrick Schramowski, Michael Fromm, Kristian Kersting
2025 J jnl
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models.
CoRR
Mehdi Ali, Manuel Brack, Max Lübbering, Elias Wendt, Abbas Goher Khan, Richard Rutmann, Alex Jude, Maurice Kraus, Alexander Arno Weber, David Kaczér, Florian Mai, Lucie Flek, Rafet Sifa, Nicolas Flores-Herr, Joachim Köhler, Patrick Schramowski, Michael Fromm, Kristian Kersting
2025 A conf
Teuken-7B-Base & Teuken-7B-Instruct: Towards European LLMs.
ECAI
Mehdi Ali, Michael Fromm, Klaudia Thellmann, Jan Ebert, Alexander Arno Weber, Richard Rutmann, Charvi Jain, Max Lübbering, Daniel Steinigen, Johannes Leveling, Katrin Klug, Jasper Schulze Buschhoff, Lena Jurkschat, Hammam Abdelwahab, Benny Jörg Stein, Karl-Heinz Sylla, Pavel Denisov, Nicolo' Brandizzi, Qasid Saleem, Anirban Bhowmick, Lennard Helmer, Chelsea John, Pedro Ortiz Suarez, Malte Ostendorff, Alex Jude, Lalith Manjunath, Samuel Weinbach, Carolin Penke, Oleg Filatov, Fabio Barth, Paramita Mirza, Lucas Weber, Ines Wendler, Rafet Sifa, Fabian Küch, Andreas Herten, René Jäkel, Georg Rehm, Stefan Kesselheim, Joachim Köhler, Nicolas Flores-Herr
2024 B conf
Advancing Personalized Medicine: A Scalable LLM-based Recommender System for Patient Matching.
IEEE Big Data
Armin Berger, David Berghaus, Ali Hamza Bashir, Lorenz Grigull, Lara Fendrich, Tom Anglim Lagones, Henriette Högl, Gundula Ernst, Ralf Schmidt, David Bascom, Tobias Deußer, Thiago Bell, Max Lübbering, Rafet Sifa
2024 B conf
Optimizing Rare Disease Patient Matching with Large Language Models.
IEEE Big Data
Armin Berger, Ali Hamza Bashir, David Berghaus, Mowmita, Nazia Afsan, Lorenz Grigull, Lara Fendrich, Henriette Högl, Gundula Ernst, Ralf Schmidt, David Bascom, Tom Anglim Lagones, Tobias Deußer, Thiago Bell, Max Lübbering, Rafet Sifa
2024 B conf
Table Structure Recognition via Encoder/Decoder Vision Transformers.
IEEE Big Data
Daniel Uedelhoven, Max Lübbering, Christian Bauckhage, Rafet Sifa
2024 B conf
Tackling Data Sparsity and Combinatorial Challenges in Rare Disease Matching with Medical Informed Machine Learning.
IEEE Big Data
Armin Berger, Tom Anglim Lagones, Lorenz Grigull, Lara Fendrich, Thiago Bell, Henriette Högl, Gundula Ernst, Ralf Schmidt, David Bascom, Rafet Sifa, Max Lübbering
2024 J jnl
Teuken-7B-Base & Teuken-7B-Instruct: Towards European LLMs.
CoRR
Mehdi Ali, Michael Fromm, Klaudia Thellmann, Jan Ebert, Alexander Arno Weber, Richard Rutmann, Charvi Jain, Max Lübbering, Daniel Steinigen, Johannes Leveling, Katrin Klug, Jasper Schulze Buschhoff, Lena Jurkschat, Hammam Abdelwahab, Benny Jörg Stein, Karl-Heinz Sylla, Pavel Denisov, Nicolo' Brandizzi, Qasid Saleem, Anirban Bhowmick, Lennard Helmer, Chelsea Maria John, Pedro Ortiz Suarez, Malte Ostendorff, Alex Jude, Lalith Manjunath, Samuel Weinbach, Carolin Penke, Oleg Filatov, Shima Asaadi, Fabio Barth, Rafet Sifa, Fabian Küch, Andreas Herten, René Jäkel, Georg Rehm, Stefan Kesselheim, Joachim Köhler, Nicolas Flores-Herr
2024 — conf
Tokenizer Choice For LLM Training: Negligible or Crucial?
NAACL-HLT (Findings)
Mehdi Ali, Michael Fromm, Klaudia Thellmann, Richard Rutmann, Max Lübbering, Johannes Leveling, Katrin Klug, Jan Ebert, Niclas Doll, Jasper Schulze Buschhoff, Charvi Jain, Alexander Arno Weber, Lena Jurkschat, Hammam Abdelwahab, Chelsea John, Pedro Ortiz Suarez, Malte Ostendorff, Samuel Weinbach, Rafet Sifa, Stefan Kesselheim, Nicolas Flores-Herr
2023 J jnl
Tokenizer Choice For LLM Training: Negligible or Crucial?
CoRR
Mehdi Ali, Michael Fromm, Klaudia Thellmann, Richard Rutmann, Max Lübbering, Johannes Leveling, Katrin Klug, Jan Ebert, Niclas Doll, Jasper Schulze Buschhoff, Charvi Jain, Alexander Arno Weber, Lena Jurkschat, Hammam Abdelwahab, Chelsea John, Pedro Ortiz Suarez, Malte Ostendorff, Samuel Weinbach, Rafet Sifa, Stefan Kesselheim, Nicolas Flores-Herr
2023 — —
Utilization of Reconstructive Representation Learning for Robust Classification.
Max Lübbering
2022 J jnl
Anonymization of German financial documents using neural network-based language models with contextual word representations.
Int. J. Data Sci. Anal.
David Biesner, Rajkumar Ramamurthy, Robin Stenzel, Max Lübbering, Lars Patrick Hillebrand, Anna Ladi, Maren Pielka, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
2022 J jnl
Bounding open space risk with decoupling autoencoders in open set recognition.
Int. J. Data Sci. Anal.
Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa
2022 — conf
Datastack: Unification of Heterogeneous Machine Learning Dataset Interfaces.
ICDE Workshops
Max Lübbering, Maren Pielka, Ilhamcengiz Henk, Rafet Sifa
2022 — conf
From Open Set Recognition Towards Robust Multi-class Classification.
ICANN (3)
Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa
2022 — conf
Matching Experts to Questions: A Comparison of Recommender Systems.
LWDA
Robin Stenzel, Max Lübbering, Bilge Ulusay, Daniel Uedelhoven, Rafet Sifa
2022 — conf
Towards Symmetry-Aware Pneumonia Detection on Chest X-Rays.
SSCI
Helen Schneider, Max Lübbering, Rebecca Kador, Maximilian Broß, Priya Priya, David Biesner, Benjamin Wulff, Thiago Bell Felix de Oliveira, Yannik C. Layer, Ulrike I. Attenberger, Rafet Sifa
2021 — conf
An Optimization for Convolutional Network Layers Using the Viola-Jones Framework and Ternary Weight Networks.
LION
Rhys Agombar, Christian Bauckhage, Max Lübbering, Rafet Sifa
2021 — conf
Automatic Indexing of Financial Documents via Information Extraction.
SSCI
Rajkumar Ramamurthy, Max Lübbering, Thiago Bell, Michael Gebauer, Bilge Ulusay, Daniel Uedelhoven, Tim Dilmaghani Khameneh, Rüdiger Loitz, Maren Pielka, Christian Bauckhage, Rafet Sifa
2021 B conf
Decoupling Autoencoders for Robust One-vs-Rest Classification.
DSAA
Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa
2021 Misc conf
Knowledge Graph Based Question Answering System for Financial Securities.
KI
Marius Bulla, Lars Patrick Hillebrand, Max Lübbering, Rafet Sifa
2021 B conf
Toxicity Detection in Online Comments with Limited Data: A Comparative Analysis.
ESANN
Max Lübbering, Maren Pielka, Kajaree Das, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa
2021 — conf
Utilizing Representation Learning for Robust Text Classification Under Datasetshift.
LWDA
Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Maren Pielka, Christian Bauckhage, Rafet Sifa
2020 C conf
A Clustering Backed Deep Learning Approach for Document Layout Analysis.
CD-MAKE
Rhys Agombar, Max Lübbering, Rafet Sifa
2020 — conf
From Imbalanced Classification to Supervised Outlier Detection Problems: Adversarially Trained Auto Encoders.
ICANN (1)
Max Lübbering, Rajkumar Ramamurthy, Michael Gebauer, Thiago Bell, Rafet Sifa, Christian Bauckhage
2020 — conf
Guided Reinforcement Learning via Sequence Learning.
ICANN (2)
Rajkumar Ramamurthy, Rafet Sifa, Max Lübbering, Christian Bauckhage
2020 B conf
Novelty-Guided Reinforcement Learning via Encoded Behaviors.
IJCNN
Rajkumar Ramamurthy, Rafet Sifa, Max Lübbering, Christian Bauckhage
2020 — conf
Supervised Autoencoder Variants for End to End Anomaly Detection.
ICPR Workshops (2)
Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Rafet Sifa, Christian Bauckhage
2019 B conf
Towards Automated Auditing with Machine Learning.
DocEng
Rafet Sifa, Anna Ladi, Maren Pielka, Rajkumar Ramamurthy, Lars Patrick Hillebrand, Birgit Kirsch, David Biesner, Robin Stenzel, Thiago Bell, Max Lübbering, Ulrich Nütten, Christian Bauckhage, Ulrich Warning, Benedikt Fürst, Tim Dilmaghani Khameneh, Daniel Thom, Ilgar Huseynov, Roland Kahlert, Jennifer Schlums, Hisham Ismail, Bernd Kliem, Rüdiger Loitz
2019 J jnl
Towards Supervised Extractive Text Summarization via RNN-based Sequence Classification.
CoRR
Eduardo Brito, Max Lübbering, David Biesner, Lars Patrick Hillebrand, Christian Bauckhage
2019 — conf
What Company Does My News Article Refer to? Tackling Multi Class Problems With Topic Modeling.
LWDA
Max Lübbering, Julian M. Kunkel, Patricio Farrell