Rafet Sifa
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
67
Venues
25
Active years
2013–2026
Best venue rank
A*
Where they publish
- BDSAA12 papers
- CICANN12 papers
- CICMLA6 papers
- BCOLING4 papers
- BDocEng4 papers
- AECIR3 papers
- BESANN3 papers
- BICPR3 papers
- AICWSM2 papers
- BIJCNN2 papers
- CFDG2 papers
- AECAI1 paper
- A*EMNLP1 paper
- AICSA1 paper
- ANAACL1 paper
- CICAIL1 paper
- A*ICLR1 paper
- CFUSION1 paper
- A*ICDE1 paper
- NationalKI1 paper
- BIDA1 paper
- ASDM1 paper
- A*CHI1 paper
- BCogSci1 paper
- ARecSys1 paper
Papers
67 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ECIR | Towards Reliable Machine Translation: Scaling LLMs for Critical Error Detection and Safety. | Muskaan Chopra, Lorenz Sparrenberg, Rafet Sifa |
| 2025 | COLING | Proceedings of Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning @ COLING 2025. | Kang Liu, Yangqiu Song, Zhen Han, Rafet Sifa, Shizhu He, Yunfei Long |
| 2025 | COLING | MultiProp Framework: Ensemble Models for Enhanced Cross-Lingual Propaganda Detection in Social Media and News using Data Augmentation, Text Segmentation, and Meta-Learning. | Farizeh Aldabbas, Shaina Ashraf, Rafet Sifa, Lucie Flek |
| 2025 | COLING | Resource-Efficient Anonymization of Textual Data via Knowledge Distillation from Large Language Models. | Tobias Deuer, Max Hahnbck, Tobias Uelwer, Cong Zhao, Christian Bauckhage, Rafet Sifa |
| 2025 | COLING | Bridging Language and Scenes through Explicit 3-D Model Construction. | Tiansi Dong, Writwick Das, Rafet Sifa |
| 2025 | DSAA | Reasoning LLMs in the Medical Domain: A Literature Survey. | Armin Berger, Sarthak Khanna, Lorenz Sparrenberg, Tobias Deuer, David Berghaus, Rafet Sifa |
| 2025 | DSAA | A Survey on Current Trends and Recent Advances in Text Anonymization. | Tobias Deuer, Lorenz Sparrenberg, Armin Berger, Max Hahnbck, Christian Bauckhage, Rafet Sifa |
| 2025 | DSAA | Towards Unified Multimodal Financial Forecasting: Integrating Sentiment Embeddings and Market Indicators via Cross-Modal Attention. | Sarthak Khanna, Armin Berger, David Berghaus, Tobias Deuer, Lorenz Sparrenberg, Rafet Sifa |
| 2025 | DSAA | Predicting Player Churn with LLMs: A Comprehensive Evaluation of World Knowledge and Reasoning. | Tobias Schneider, Lorenz Sparrenberg, Rafet Sifa |
| 2025 | DSAA | Small and Fast LLMs on Commodity Hardware: Post-Training Quantization in llama. cpp. | Lorenz Sparrenberg, Tobias Deuer, Armin Berger, Rafet Sifa |
| 2025 | DSAA | First Investigation of Deep Learning for Intraoperative Gauze Segmentation in Minimally Invasive Abdominal Surgery. | Priya Tomar, Maximilian Bro, Philipp Feodorovici, Jan Arensmeyer, Philipp Leifels, Aditya Parikh, Hanno Matthaei, Christian Bauckhage, Helen Schneider, Rafet Sifa |
| 2025 | ECAI | Teuken-7B-Base & Teuken-7B-Instruct: Towards European LLMs. | Mehdi Ali, Michael Fromm, Klaudia Thellmann, Jan Ebert, Alexander Arno Weber, Richard Rutmann, Charvi Jain, Max Lbbering, Daniel Steinigen, Johannes Leveling, Katrin Klug, Jasper Schulze Buschhoff, Lena Jurkschat, Hammam Abdelwahab, Benny Jrg 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, Fabio Barth, Paramita Mirza, Lucas Weber, Ines Wendler, Rafet Sifa, Fabian Kch, Andreas Herten, Ren Jkel, Georg Rehm, Stefan Kesselheim, Joachim Khler, Nicolas Flores-Herr |
| 2025 | ECIR | Improving Language Model Performance by Training on Prototypical Contradictions. | Maren Pielka, Marie-Christin Freischlad, Svetlana Schmidt, Rafet Sifa |
| 2025 | EMNLP | Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models. | Mehdi Ali, Manuel Brack, Max Lbbering, Elias Wendt, Abbas Goher Khan, Richard Rutmann, Alex Jude, Maurice Kraus, Alexander Arno Weber, Felix Stollenwerk, David Kaczr, Florian Mai, Lucie Flek, Rafet Sifa, Nicolas Flores-Herr, Joachim Khler, Patrick Schramowski, Michael Fromm, Kristian Kersting |
| 2025 | ICSA | Architectural Proposal for Reproducible, Standardized Deep Learning Research. | Max Lbbering, Vijul Shah, Moinam Chatterjee, Priya Priya, Osama Soliman, Rafet Sifa |
| 2025 | ICWSM | ArDia: Improving Arabic Dialectal Language Classification Using a Novel Dataset. | Hossam Elsafty, Bouthaina Abdou, Tobias Deuer, Maren Pielka, Christian Bauckhage, Rafet Sifa |
| 2024 | NAACL | Tokenizer Choice For LLM Training: Negligible or Crucial? | Mehdi Ali, Michael Fromm, Klaudia Thellmann, Richard Rutmann, Max Lbbering, Johannes Leveling, Katrin Klug, Jan Ebert, Niclas Doll, Jasper Schulze Buschhoff, Charvi Jain, Alexander Arno Weber, Lena Jurkschat, Hammam Abdelwahab, Chelsea Maria John, Pedro Ortiz Suarez, Malte Ostendorff, Samuel Weinbach, Rafet Sifa, Stefan Kesselheim, Nicolas Flores-Herr |
| 2023 | DocEng | Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models. | Lars Hillebrand, Armin Berger, Tobias Deuer, Tim Dilmaghani Khameneh, Mohamed Khaled, Bernd Kliem, Rdiger Loitz, Maren Pielka, David Leonhard, Christian Bauckhage, Rafet Sifa |
| 2023 | ECIR | Towards Linguistically Informed Multi-objective Transformer Pre-training for Natural Language Inference. | Maren Pielka, Svetlana Schmidt, Lisa Pucknat, Rafet Sifa |
| 2023 | ESANN | Segmentation and Analysis of Lumbar Spine MRI Scans for Vertebral Body Measurements. | Helen Schneider, David Biesner, Akash Ashokan, Maximilian Bro, Rebecca Kador, Sandra Halscheidt, Gabor Bagyo, Peter Dankerl, Haissam Ragab, Jin Yamamura, Christoph Labisch, Rafet Sifa |
| 2023 | ICAIL | sustain.AI: a Recommender System to analyze Sustainability Reports. | Lars Hillebrand, Maren Pielka, David Leonhard, Tobias Deuer, Tim Dilmaghani Khameneh, Bernd Kliem, Rdiger Loitz, Milad Morad, Christian Temath, Thiago Bell, Robin Stenzel, Rafet Sifa |
| 2023 | ICANN | Symmetry-Aware Siamese Network: Exploiting Pathological Asymmetry for Chest X-Ray Analysis. | Helen Schneider, Elif Cansu Yildiz, David Biesner, Yannik C. Layer, Benjamin Wulff, Sebastian Nowak, Maike Theis, Alois M. Sprinkart, Ulrike I. Attenberger, Rafet Sifa |
| 2023 | ICLR | Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization. | Rajkumar Ramamurthy, Prithviraj Ammanabrolu, Kiant Brantley, Jack Hessel, Rafet Sifa, Christian Bauckhage, Hannaneh Hajishirzi, Yejin Choi |
| 2023 | ICMLA | Controlled Randomness Improves the Performance of Transformer Models. | Tobias Deuer, Cong Zhao, Wolfgang Krmer, David Leonhard, Christian Bauckhage, Rafet Sifa |
| 2022 | ESANN | Improving Intensive Care Chest X-Ray Classification by Transfer Learning and Automatic Label Generation. | Helen Schneider, David Biesner, Sebastian Nowak, Yannik C. Layer, Maike Theis, Wolfgang Block, Benjamin Wulff, Alois M. Sprinkart, Ulrike I. Attenberger, Rafet Sifa |
| 2022 | FUSION | Towards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning. | Nico Piatkowski, Thore Gerlach, Romain Hugues, Rafet Sifa, Christian Bauckhage, Frdric Barbaresco |
| 2022 | ICANN | From Open Set Recognition Towards Robust Multi-class Classification. | Max Lbbering, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa |
| 2022 | ICDE | Datastack: Unification of Heterogeneous Machine Learning Dataset Interfaces. | Max Lbbering, Maren Pielka, Ilhamcengiz Henk, Rafet Sifa |
| 2022 | ICMLA | Solving Subset Sum Problems using Quantum Inspired Optimization Algorithms with Applications in Auditing and Financial Data Analysis. | David Biesner, Thore Gerlach, Christian Bauckhage, Bernd Kliem, Rafet Sifa |
| 2022 | ICMLA | Zero-Shot Text Matching for Automated Auditing using Sentence Transformers. | David Biesner, Maren Pielka, Rajkumar Ramamurthy, Tim Dilmaghani Khameneh, Bernd Kliem, Rdiger Loitz, Rafet Sifa |
| 2022 | ICMLA | Improving Chest X-Ray Classification by RNN-based Patient Monitoring. | David Biesner, Helen Schneider, Benjamin Wulff, Ulrike I. Attenberger, Rafet Sifa |
| 2022 | ICMLA | KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents. | Tobias Deuer, Syed Musharraf Ali, Lars Patrick Hillebrand, Desiana Nurchalifah, Basil Jacob, Christian Bauckhage, Rafet Sifa |
| 2022 | ICMLA | A Linguistic Investigation of Machine Learning based Contradiction Detection Models: An Empirical Analysis and Future Perspectives. | Maren Pielka, Felix Rode, Lisa Pucknat, Tobias Deuer, Rafet Sifa |
| 2022 | ICPR | KPI-BERT: A Joint Named Entity Recognition and Relation Extraction Model for Financial Reports. | Lars Patrick Hillebrand, Tobias Deuer, Tim Dilmaghani Khameneh, Bernd Kliem, Rdiger Loitz, Christian Bauckhage, Rafet Sifa |
| 2021 | DocEng | ALiBERT: improved automated list inspection (ALI) with BERT. | Rajkumar Ramamurthy, Maren Pielka, Robin Stenzel, Christian Bauckhage, Rafet Sifa, Tim Dilmaghani Khameneh, Ulrich Warning, Bernd Kliem, Rdiger Loitz |
| 2021 | DSAA | Decoupling Autoencoders for Robust One-vs-Rest Classification. | Max Lbbering, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa |
| 2021 | ESANN | Toxicity Detection in Online Comments with Limited Data: A Comparative Analysis. | Max Lbbering, Maren Pielka, Kajaree Das, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa |
| 2021 | ICANN | Advances in Password Recovery Using Generative Deep Learning Techniques. | David Biesner, Kostadin Cvejoski, Bogdan Georgiev, Rafet Sifa, Erik Krupicka |
| 2021 | KI | Knowledge Graph Based Question Answering System for Financial Securities. | Marius Bulla, Lars Patrick Hillebrand, Max Lbbering, Rafet Sifa |
| 2020 | DSAA | Shells within Minimum Enclosing Balls. | Christian Bauckhage, Michael Bortz, Rafet Sifa |
| 2020 | DSAA | Adapting Established Text Representations for Predicting Review Sentiment in Turkish. | Izel avusoglu, Maren Pielka, Rafet Sifa |
| 2020 | DSAA | Towards An Empirical and Theoretical Evaluation of Gradient Based Approaches for finding Kernel Minimum Enclosing Balls. | Hanna Kondratiuk, Rafet Sifa |
| 2020 | ICANN | Hopfield Networks for Vector Quantization. | Christian Bauckhage, Rajkumar Ramamurthy, Rafet Sifa |
| 2020 | ICANN | From Imbalanced Classification to Supervised Outlier Detection Problems: Adversarially Trained Auto Encoders. | Max Lbbering, Rajkumar Ramamurthy, Michael Gebauer, Thiago Bell, Rafet Sifa, Christian Bauckhage |
| 2020 | ICANN | Guided Reinforcement Learning via Sequence Learning. | Rajkumar Ramamurthy, Rafet Sifa, Max Lbbering, Christian Bauckhage |
| 2020 | ICPR | Supervised Autoencoder Variants for End to End Anomaly Detection. | Max Lbbering, Michael Gebauer, Rajkumar Ramamurthy, Rafet Sifa, Christian Bauckhage |
| 2020 | ICPR | Tackling Contradiction Detection in German Using Machine Translation and End-to-End Recurrent Neural Networks. | Maren Pielka, Rafet Sifa, Lars Patrick Hillebrand, David Biesner, Rajkumar Ramamurthy, Anna Ladi, Christian Bauckhage |
| 2020 | IJCNN | Problem Solving with Hopfield Networks and Adiabatic Quantum Computing. | Christian Bauckhage, Ramss J. Snchez, Rafet Sifa |
| 2020 | IJCNN | Novelty-Guided Reinforcement Learning via Encoded Behaviors. | Rajkumar Ramamurthy, Rafet Sifa, Max Lbbering, Christian Bauckhage |
| 2020 | IDA | Combining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions. | Laura von Rden, Sebastian Mayer, Rafet Sifa, Christian Bauckhage, Jochen Garcke |
| 2020 | SDM | Adiabatic Quantum Computing for Max-Sum Diversification. | Christian Bauckhage, Rafet Sifa, Stefan Wrobel |
| 2019 | DocEng | A Hybrid AI Tool to Extract Key Performance Indicators from Financial Reports for Benchmarking. | Eduardo Brito, Rafet Sifa, Christian Bauckhage, Rdiger Loitz, Uwe Lohmeier, Christin Pnt |
| 2019 | DocEng | Towards Automated Auditing with Machine Learning. | Rafet Sifa, Anna Ladi, Maren Pielka, Rajkumar Ramamurthy, Lars Patrick Hillebrand, Birgit Kirsch, David Biesner, Robin Stenzel, Thiago Bell, Max Lbbering, Ulrich Ntten, Christian Bauckhage, Ulrich Warning, Benedikt Frst, Tim Dilmaghani Khameneh, Daniel Thom, Ilgar Huseynov, Roland Kahlert, Jennifer Schlums, Hisham Ismail, Bernd Kliem, Rdiger Loitz |
| 2019 | DSAA | Joint Selection of Central and Extremal Prototypes Based on Kernel Minimum Enclosing Balls. | Christian Bauckhage, Rafet Sifa |
| 2019 | FDG | The trails of Just Cause 2: spatio-temporal player profiling in open-world games. | Myat Aung, Simon Demediuk, Yuan Sun, Ye Tu, Yu Ang, Siva Nekkanti, Shantanu Raghav, Diego Klabjan, Rafet Sifa, Anders Drachen |
| 2019 | ICANN | Prototypes Within Minimum Enclosing Balls. | Christian Bauckhage, Rafet Sifa, Tiansi Dong |
| 2019 | ICANN | Leveraging Domain Knowledge for Reinforcement Learning Using MMC Architectures. | Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa, Jannis Schcker, Stefan Wrobel |
| 2019 | ICANN | Echo State Networks for Named Entity Recognition. | Rajkumar Ramamurthy, Robin Stenzel, Rafet Sifa, Anna Ladi, Christian Bauckhage |
| 2018 | CHI | What Moves Players?: Visual Data Exploration of Twitter and Gameplay Data. | Christian Drescher, Guenter Wallner, Simone Kriglstein, Rafet Sifa, Anders Drachen, Margit Pohl |
| 2018 | ICANN | Policy Learning Using SPSA. | Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa, Stefan Wrobel |
| 2018 | ICANN | An Overview of Frank-Wolfe Optimization for Stochasticity Constrained Interpretable Matrix and Tensor Factorization. | Rafet Sifa |
| 2018 | ICANN | Simple Recurrent Neural Networks for Support Vector Machine Training. | Rafet Sifa, Daniel Paurat, Daniel Trabold, Christian Bauckhage |
| 2017 | CogSci | Exploration and Skill Acquisition in a Major Online Game. | Tom Stafford, Sam Devlin, Rafet Sifa, Anders Drachen |
| 2017 | DSAA | Online k-Maxoids Clustering. | Rafet Sifa, Christian Bauckhage |
| 2017 | ICWSM | Inverse Dynamical Inheritance in Stack Exchange Taxonomies. | Csar Ojeda, Kostadin Cvejoski, Rafet Sifa, Christian Bauckhage |
| 2015 | RecSys | User Churn Migration Analysis with DEDICOM. | Rafet Sifa, Csar Ojeda, Christian Bauckhage |
| 2013 | FDG | A comparison of methods for player clustering via behavioral telemetry. | Anders Drachen, Christian Thurau, Rafet Sifa, Christian Bauckhage |