Publications

2024

1. Michael Staniek, Marius Fracarolli, Michael Hagmann and Stefan Riezler

   Early Prediction of Causes (not Effects) in Healthcare by Long-Term Clinical Time Series Forecasting

   Proceedings of Machine Learning Research, 252, 1–30, 2024

   pdf | bib

   @inproceedings{staniek2024earlypredictioncausesnot,
     title = {Early Prediction of Causes (not Effects) in Healthcare by Long-Term Clinical Time Series Forecasting},
     author = {Staniek, Michael and Fracarolli, Marius and Hagmann, Michael and Riezler, Stefan},
     year = {2024},
     journal = {Proceedings of Machine Learning Research},
     volume = {252},
     pages = {1--30},
     url = {https://arxiv.org/abs/2408.03816}
   }
   

2. Stefan Riezler and Michael Hagmann

   Validity, Reliability, and Significance: Empirical Methods for NLP and Data Science - Second Edition

   Synthesis Lectures on Human Language Technologies, Springer, 2024

   link | bib

   @book{riezler2024,
     author = {Riezler, Stefan and Hagmann, Michael},
     title = {Validity, Reliability, and Significance: Empirical Methods for NLP and Data Science - Second Edition},
     publisher = {Springer},
     series = {Synthesis Lectures on Human Language Technologies},
     editor = {Hirst, Graeme},
     year = {2024},
     isbn = {978-3-031-57064-3},
     doi = {https://doi.org/10.1007/978-3-031-57065-0}
     url = {https://doi.org/10.1007/978-3-031-57065-0}
   }
   

3. Nathaniel Berger, Stefan Riezler, Miriam Exel and Matthias Huck

   Prompting Large Language Models with Human Error Markings for Self-Correcting Machine Translation

   Proceedings of the 25th Annual Conference of the European Association for Machine Translation, 2024

   pdf | bib

   @article{berger2024prompting,
     title = {Prompting Large Language Models with Human Error Markings for Self-Correcting Machine Translation},
     author = {Berger, Nathaniel and Riezler, Stefan and Exel, Miriam and Huck, Matthias},
     year = {2024},
     journal = {Proceedings of the 25th Annual Conference of the European Association for Machine Translation},
     url = {https://arxiv.org/pdf/2406.02267}
   }
   

4. Michael Staniek, Raphael Schumann, Maike Züfle and Stefan Riezler

   Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap

   Transactions of the Association for Computational Linguistics, 12, 2024

   pdf | bib

   @article{staniek2024overpassnl,
     title = {Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap},
     author = {Staniek, Michael and Schumann, Raphael and Züfle, Maike and Riezler, Stefan},
     year = {2024},
     journal = {Transactions of the Association for Computational Linguistics},
     volume = {12},
     url = {https://aclanthology.org/2024.tacl-1.31.pdf}
   }
   

5. Raphael Schumann, Wanrong Zhu, Weixi Feng, Tsu-Jui Fu, Stefan Riezler and William Yang Wang

   VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View

   Proceedings of the AAAI Conference on Artificial Intelligence, 38, 2024

   pdf | bib

   @article{schumann2024velma,
     title = {VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View},
     author = {Schumann, Raphael and Zhu, Wanrong and Feng, Weixi and Fu, Tsu-Jui and Riezler, Stefan and Wang, William Yang},
     year = {2024},
     month = feb,
     journal = {Proceedings of the AAAI Conference on Artificial Intelligence},
     volume = {38},
     url = {https://arxiv.org/pdf/2307.06082.pdf}
   }
   

6. Raphael Schumann, Elman Mansimov, Yi-An Lai, Nikolaos Pappas, Xibin Gao and Yi Zhang

   Backward Compatibility During Data Updates by Weight Interpolation

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

   pdf | bib

   @inproceedings{schumann2024backward,
     title = {Backward Compatibility During Data Updates by Weight Interpolation},
     author = {Schumann, Raphael and Mansimov, Elman and Lai, Yi-An and Pappas, Nikolaos and Gao, Xibin and Zhang, Yi},
     month = mar,
     year = {2024},
     journal = {Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics},
     address = {St Julians, Malta},
     url = {https://arxiv.org/pdf/2301.10546.pdf}
   }
   

2023

1. Michael Hagmann, Shigehiko Schamoni and Stefan Riezler

   Validity problems in clinical machine learning by indirect data labeling using consensus definitions

   Machine Learning for Health Symposium (ML4H), ML4H, New Orleans, United States, 2023

   pdf | bib

   @inproceedings{hagmann2023validity,
     title = {Validity problems in clinical machine learning by indirect data labeling using consensus definitions},
     author = {Hagmann, Michael and Schamoni, Shigehiko and Riezler, Stefan},
     year = {2023},
     month = dec,
     journal = {Machine Learning for Health Symposium},
     journal-abbrev = {ML4H},
     organization = {ML4H},
     publisher = {ML4H},
     city = {New Orleans},
     country = {United States},
     url = {https://arxiv.org/abs/2311.03037}
   }
   

2. Jinghua Xu, Natalia Minakova, Pablo Ortega Sanchez and Stefan Riezler

   Early Prediction of Sepsis Using Time Series Forecasting

   International Workshop on Artificial Intelligence for Health 2023, 1–9, AI4Health, 2023

   pdf | bib

   @inproceedings{xu2023early,
     title = {Early Prediction of Sepsis Using Time Series Forecasting},
     author = {Xu, Jinghua and Minakova, Natalia and Sanchez, Pablo Ortega and Riezler, Stefan},
     journal = {International Workshop on Artificial Intelligence for Health 2023},
     pages = {1--9},
     year = {2023},
     month = oct,
     organization = {AI4Health},
     publisher = {AI4Health},
     url = {https://www.cl.uni-heidelberg.de/statnlpgroup/papers/AI4Health2023.pdf}
   }
   

3. Rebekka Hubert, Artem Sokolov and Stefan Riezler

   Improving End-to-End Speech Translation by Imitation-Based Knowledge Distillation with Synthetic Transcripts

   Proceedings of the 20th International Conference on Spoken Language Translation (IWSLT), 89–101, Association for Computational Linguistics, 2023

   pdf | bib

   @inproceedings{hubert-etal-2023-improving,
     title = {Improving End-to-End Speech Translation by Imitation-Based Knowledge Distillation with Synthetic Transcripts},
     author = {Hubert, Rebekka and Sokolov, Artem and Riezler, Stefan},
     journal = {Proceedings of the 20th International Conference on Spoken Language Translation},
     journal-abbrev = {IWSLT},
     month = jul,
     year = {2023},
     address = {Toronto, Canada (in-person and online)},
     publisher = {Association for Computational Linguistics},
     url = {https://arxiv.org/abs/2307.08426}
     pages = {89--101},
   }
   

4. Nathaniel Berger, Miriam Exel, Matthias Huck and Stefan Riezler

   Enhancing Supervised Learning with Contrastive Markings in Neural Machine Translation Training

   Proceedings of the 24th Annual Conference of the European Association for Machine Translation, Tampere, Finland, 2023

   pdf | bib

   @inproceedings{berger2023enhancing,
     title = {Enhancing Supervised Learning with Contrastive Markings in Neural Machine Translation Training},
     author = {Berger, Nathaniel and Exel, Miriam and Huck, Matthias and Riezler, Stefan},
     journal = {Proceedings of the 24th Annual Conference of the European Association for Machine Translation},
     city = {Tampere},
     country = {Finland},
     year = {2023},
     url = {https://arxiv.org/abs/2307.08416}
   }
   

5. Tsz Kin Lam, Shigehiko Schamoni and Stefan Riezler

   Make More of Your Data: Minimal Effort Data Augmentation for Automatic Speech Recognition and Translation

   IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 2023

   pdf | bib

   @inproceedings{lam2023,
     author = {Lam, Tsz Kin and Schamoni, Shigehiko and Riezler, Stefan},
     title = {Make More of Your Data: Minimal Effort Data Augmentation for Automatic Speech Recognition and Translation},
     journal = {IEEE International Conference on Acoustics, Speech and Signal Processing},
     journal-abbrev = {ICASSP},
     year = {2023},
     city = {Rhodes Island},
     country = {Greece},
     url = {https://arxiv.org/abs/2210.15398}
   }
   

6. Michael Hagmann, Philipp Meier and Stefan Riezler

   Towards Inferential Reproducibility of Machine Learning Research

   The Eleventh International Conference on Learning Representations (ICLR), Kigali, Rwanda, 2023

   pdf | bib

   @inproceedings{hagmann2023towards,
     author = {Hagmann, Michael and Meier, Philipp and Riezler, Stefan},
     title = {Towards Inferential Reproducibility of Machine Learning Research},
     journal = {The Eleventh International Conference on Learning Representations},
     journal-abbrev = {ICLR},
     year = {2023},
     city = {Kigali},
     country = {Rwanda},
     url = {https://arxiv.org/abs/2302.04054}
   }
   

2022

1. Tsz Kin Lam, Eva Hasler and Felix Hieber

   Analyzing the Use of Influence Functions for Instance-Specific Data Filtering in Neural Machine Translation

   Proceedings of the Seventh Conference on Machine Translation (WMT), Abu Dhabi, UAE, 2022

   pdf | bib

   @inproceedings{lam2022b,
     author = {Lam, Tsz Kin and Hasler, Eva and Hieber, Felix},
     title = {Analyzing the Use of Influence Functions for Instance-Specific Data Filtering in Neural Machine Translation},
     journal = {Proceedings of the Seventh Conference on Machine Translation},
     journal-abbrev = {WMT},
     year = {2022},
     city = {Abu Dhabi},
     country = {UAE},
     url = {https://arxiv.org/abs/2210.13281}
   }
   

2. Mayumi Ohta, Julia Kreutzer and Stefan Riezler

   JoeyS2T: Minimalistic Speech-to-Text Modeling with JoeyNMT

   Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP): System Demonstrations, Abu Dhabi, 2022

   pdf | code | bib

   @inproceedings{joeys2t2022,
     author = {Ohta, Mayumi and Kreutzer, Julia and Riezler, Stefan},
     title = {Joey{S2T}: Minimalistic Speech-to-Text Modeling with {JoeyNMT}},
     journal = {Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing {(EMNLP)}: System Demonstrations},
     year = {2022},
     city = {Abu Dhabi},
     url = {https://arxiv.org/abs/2210.02545}
   }
   

3. Shigehiko Schamoni, Michael Hagmann and Stefan Riezler

   Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis

   Proceedings of Machine Learning Research, 182, PMLR, Durham, NC, USA, 2022

   pdf | bib

   @inproceedings{schamoni2022,
     author = {Schamoni, Shigehiko and Hagmann, Michael and Riezler, Stefan},
     title = {Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis},
     booktitle = {Proceedings of the 6th Machine Learning for Healthcare Conference},
     year = {2022},
     city = {Durham, NC},
     country = {USA},
     volume = {182},
     series = {Proceedings of Machine Learning Research},
     month = {05--06 Aug},
     publisher = {PMLR},
     url = {https://proceedings.mlr.press/v182/schamoni22a/schamoni22a.pdf}
   }
   

4. Raphael Schumann and Stefan Riezler

   Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas

   Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL), Dublin, Ireland, 2022

   pdf | bib

   @inproceedings{schumann2022,
     author = {Schumann, Raphael and Riezler, Stefan},
     title = {Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas},
     journal = {Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics},
     journal-abbrev = {ACL},
     year = {2022},
     city = {Dublin},
     country = {Ireland},
     url = {https://arxiv.org/abs/2203.13838}
   }
   

5. Tsz Kin Lam, Shigehiko Schamoni and Stefan Riezler

   Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation

   Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL), Dublin, Ireland, 2022

   pdf | bib

   @inproceedings{lam2022,
     author = {Lam, Tsz Kin and Schamoni, Shigehiko and Riezler, Stefan},
     title = {Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation},
     journal = {Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics},
     journal-abbrev = {ACL},
     year = {2022},
     city = {Dublin},
     country = {Ireland},
     url = {https://arxiv.org/abs/2203.08757}
   }
   

6. H. A. Lindner, S. Schamoni, T. Kirschning, C. Worm, B. Hahn, F. S. Centner, J. J. Schoettler, M. Hagmann, J. Krebs, D. Mangold, S. Nitsch, S. Riezler, M. Thiel and V. Schneider-Lindner

   Ground truth labels challenge the validity of sepsis consensus definitions in critical illness

   Journal of Translational Medicine, 20(6), 27, 2022

   pdf | bib

   @article{lindner2022,
     author = {Lindner, H. A. and Schamoni, S. and Kirschning, T. and Worm, C. and Hahn, B. and Centner, F. S. and Schoettler, J. J. and Hagmann, M. and Krebs, J. and Mangold, D. and Nitsch, S. and Riezler, S. and Thiel, M. and Schneider-Lindner, V.},
     title = {Ground truth labels challenge the validity of sepsis consensus definitions in critical illness},
     journal = {Journal of Translational Medicine},
     year = {2022},
     volume = {20},
     number = {6},
     pages = {27},
     doi = {10.1186/s12967-022-03228-7},
     url = {https://doi.org/10.1186/s12967-022-03228-7}
   }
   

7. Stefan Riezler and Michael Hagmann

   Validity, Reliability, and Significance: Empirical Methods for NLP and Data Science

   Synthesis Lectures on Human Language Technologies, Springer Cham, 2022

   link | bib

   @book{riezler2022,
     author = {Riezler, Stefan and Hagmann, Michael},
     title = {Validity, Reliability, and Significance: Empirical Methods for NLP and Data Science},
     publisher = {Springer Cham},
     series = {Synthesis Lectures on Human Language Technologies},
     editor = {Hirst, Graeme},
     year = {2022},
     isbn = {9783031010552},
     doi = {https://doi.org/10.1007/978-3-031-02183-1}
     url = {https://doi.org/10.1007/978-3-031-02183-1}
   }
   

2021

1. Nathaniel Berger, Stefan Riezler, Artem Sokolov and Sebastian Ebert

   Don’t Search for a Search Method – Simple Heuristics Suffice for Adversarial Text Attacks

   Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP), Punta Cana, Dominican Republic, 2021

   pdf | bib

   @inproceedings{berger2021,
     author = {Berger, Nathaniel and Riezler, Stefan and Sokolov, Artem and Ebert, Sebastian},
     title = {Don't Search for a Search Method -- Simple Heuristics Suffice for Adversarial Text Attacks},
     journal = {Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing},
     journal-abbrev = {EMNLP},
     year = {2021},
     city = {Punta Cana},
     country = {Dominican Republic},
     url = {https://arxiv.org/abs/2109.07926}
   }
   

2. Tsz Kin Lam, Mayumi Ohta, Shigehiko Schamoni and Stefan Riezler

   On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR

   Proceedings of the 22th Annual Conference of the International Speech Communication Association (INTERSPEECH), Brno, Czech Republic, 2021

   pdf | bib

   @inproceedings{lam2021,
     author = {Lam, Tsz Kin and Ohta, Mayumi and Schamoni, Shigehiko and Riezler, Stefan},
     title = {On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR},
     journal = {Proceedings of the 22th Annual Conference of the International Speech Communication Association},
     journal-abbrev = {INTERSPEECH},
     year = {2021},
     city = {Brno},
     country = {Czech Republic},
     url = {https://arxiv.org/abs/2104.01393}
   }
   

3. Michael Staniek and Stefan Riezler

   Error-Aware Interactive Semantic Parsing of OpenStreetMap

   Proceedings of the 2nd International Combined Workshop on Spatial Language Understanding and Grounded Communication for Robotics (SpLU-RoboNLP), 2021

   pdf | bib

   @inproceedings{staniek2021,
     author = {Staniek, Michael and Riezler, Stefan},
     title = {Error-Aware Interactive Semantic Parsing of OpenStreetMap},
     journal = {Proceedings of the 2nd International Combined Workshop on Spatial Language Understanding and Grounded Communication for Robotics},
     journal-abbrev = {SpLU-RoboNLP},
     year = {2021},
     url = {https://arxiv.org/abs/2106.11739}
   }
   

4. Raphael Schumann and Stefan Riezler

   Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem

   Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics (ACL), Bangkok, Thailand (virtual), 2021

   pdf | bib

   @inproceedings{schumann2021,
     author = {Schumann, Raphael and Riezler, Stefan},
     title = {Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem},
     journal = {Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics},
     journal-abbrev = {ACL},
     year = {2021},
     city = {Bangkok},
     country = {Thailand (virtual)},
     url = {https://arxiv.org/abs/2012.15329}
   }
   

5. Tsz Kin Lam, Shigehiko Schamoni and Stefan Riezler

   Cascaded Models With Cyclic Feedback For Direct Speech Translation

   IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021

   pdf | bib

   @inproceedings{lam2020,
     author = {Lam, Tsz Kin and Schamoni, Shigehiko and Riezler, Stefan},
     year = {2021},
     title = {Cascaded Models With Cyclic Feedback For Direct Speech Translation},
     journal = {IEEE International Conference on Acoustics, Speech and Signal Processing},
     journal-abbrev = {ICASSP},
     url = {http://arxiv.org/abs/2010.11153}
   }
   

2020

1. Julia Kreutzer, Stefan Riezler and Carolin Lawrence

   Learning from Human Feedback: Challenges for Real-World Reinforcement Learning in NLP

   “Challenges of Real-World RL” Workshop at the 34th Conference on Neural Information Processing Systems (NeurIPS), 2020

   pdf | bib

   @article{kreutzer2020b,
     author = {Kreutzer, Julia and Riezler, Stefan and Lawrence, Carolin},
     year = {2020},
     title = {Learning from Human Feedback: Challenges for Real-World Reinforcement Learning in NLP},
     journal = {``Challenges of Real-World RL'' Workshop at the 34th Conference on Neural Information Processing Systems},
     journal-abbrev = {NeurIPS},
     url = {https://arxiv.org/abs/2011.02511}
   }
   

2. Toshitaka Kuwa, Shigehiko Schamoni and Stefan Riezler

   Embedding Meta-Textual Information for Improved Learning to Rank

   Proceedings of the 28th International Conference on Computational Linguistics (COLING), Barcelona, Spain, 2020

   pdf | bib

   @article{kuwa2020,
     author = {Kuwa, Toshitaka and Schamoni, Shigehiko and Riezler, Stefan},
     year = {2020},
     title = {Embedding Meta-Textual Information for Improved Learning to Rank},
     journal = {Proceedings of the 28th International Conference on Computational Linguistics},
     journal-abbrev = {COLING},
     city = {Barcelona, Spain},
     url = {http://arxiv.org/abs/2010.16313}
   }
   

3. Mayumi Ohta, Nathaniel Berger, Artem Sokolov and Stefan Riezler

   Sparse Perturbations for Improved Convergence in Stochastic Zeroth-Order Optimization

   The 6th International Conference on Machine Learning, Optimization, and Data Science (LOD), Siena, Italy, 2020

   pdf | bib

   @article{ohta2020,
     author = {Ohta, Mayumi and Berger, Nathaniel and Sokolov, Artem and Riezler, Stefan},
     year = {2020},
     title = {Sparse Perturbations for Improved Convergence in Stochastic Zeroth-Order Optimization},
     journal = {The 6th International Conference on Machine Learning, Optimization, and Data Science},
     journal-abbrev = {LOD},
     city = {Siena, Italy},
     url = {https://arxiv.org/abs/2006.01759}
   }
   

4. ∀, Iroro Orife, Julia Kreutzer, Blessing Sibanda, Daniel Whitenack, Kathleen Siminyu, Laura Martinus, Jamiil Toure Ali, Jade Abbott, Vukosi Marivate, Salomon Kabongo, Musie Meressa, Espoir Murhabazi, Orevaoghene Ahia, Elan van Biljon, Arshath Ramkilowan, Adewale Akinfaderin, Alp Öktem, Wole Akin, Ghollah Kioko, Kevin Degila, Herman Kamper, Bonaventure Dossou, Chris Emezue, Kelechi Ogueji and Abdallah Bashir

   Masakhane – Machine Translation For Africa

   “AfricaNLP” Workshop at the 8th International Conference on Learning Representations (ICLR), Addis Ababa, Ethiopia, 2020

   pdf | bib

   @inproceedings{orife2020,
     author = {{$\forall$}, { } and Orife, Iroro and Kreutzer, Julia and Sibanda, Blessing and Whitenack, Daniel and Siminyu, Kathleen and Martinus, Laura and Ali, Jamiil Toure and Abbott, Jade and Marivate, Vukosi and Kabongo, Salomon and Meressa, Musie and Murhabazi, Espoir and Ahia, Orevaoghene and van Biljon, Elan and Ramkilowan, Arshath and Akinfaderin, Adewale and Öktem, Alp and Akin, Wole and Kioko, Ghollah and Degila, Kevin and Kamper, Herman and Dossou, Bonaventure and Emezue, Chris and Ogueji, Kelechi and Bashir, Abdallah},
     title = {Masakhane -- Machine Translation For Africa},
     journal = {``AfricaNLP'' Workshop at the 8th International Conference on Learning Representations},
     journal-abbrev = {ICLR},
     city = {Addis Ababa, Ethiopia},
     year = {2020},
     url = {https://arxiv.org/pdf/2003.11529}
   }
   

5. Elan van Biljon, Arnu Pretorius and Julia Kreutzer

   On Optimal Transformer Depth for Low-Resource Language Translation

   “AfricaNLP” Workshop at the 8th International Conference on Learning Representations (ICLR), Addis Ababa, Ethiopia, 2020

   pdf | bib

   @article{biljon2020,
     author = {van Biljon, Elan and Pretorius, Arnu and Kreutzer, Julia},
     year = {2020},
     title = {On Optimal Transformer Depth for Low-Resource Language Translation},
     journal = {``AfricaNLP'' Workshop at the 8th International Conference on Learning Representations},
     journal-abbrev = {ICLR},
     city = {Addis Ababa, Ethiopia},
     url = {https://arxiv.org/abs/2004.04418}
   }
   

6. Julia Kreutzer, Nathaniel Berger and Stefan Riezler

   Correct Me If You Can: Learning from Error Corrections and Markings

   Proceedings of the 22nd Annual Conference of the European Association for Machine Translation (EAMT), Lisbon, Portugal, 2020

   pdf | bib

   @article{kreutzer2020a,
     author = {Kreutzer, Julia and Berger, Nathaniel and Riezler, Stefan},
     year = {2020},
     title = {Correct Me If You Can: Learning from Error Corrections and Markings},
     journal = {Proceedings of the 22nd Annual Conference of the European Association for Machine Translation},
     journal-abbrev = {EAMT},
     city = {Lisbon, Portugal},
     url = {https://arxiv.org/abs/2004.11222}
   }
   

7. Benjamin Beilharz, Xin Sun, Sariya Karimova and Stefan Riezler

   LibriVoxDeEn: A Corpus for German-to-English Speech Translation and Speech Recognition

   Proceedings of the Language Resources and Evaluation Conference (LREC), Marseille, France, 2020

   pdf | bib

   @article{beilharz19,
     title = {LibriVoxDeEn: A Corpus for German-to-English Speech Translation and Speech Recognition},
     author = {Beilharz, Benjamin and Sun, Xin and Karimova, Sariya and Riezler, Stefan},
     journal = {Proceedings of the Language Resources and Evaluation Conference},
     journal-abbrev = {LREC},
     year = {2020},
     city = {Marseille, France},
     url = {https://arxiv.org/pdf/1910.07924.pdf}
   }
   

2019

1. Philipp Wiesenbach and Stefan Riezler

   Multi-Task Modeling of Phonographic Languages: Translating Middle Egyptian Hieroglyphs

   Proceedings of the International Workshop on Spoken Language Translation (IWSLT), 2019

   pdf | bib

   @article{wiesenbach19,
     title = {Multi-Task Modeling of Phonographic Languages: Translating Middle Egyptian Hieroglyphs},
     author = {Wiesenbach, Philipp and Riezler, Stefan},
     journal = {Proceedings of the International Workshop on Spoken Language Translation},
     journal-abbrev = {IWSLT},
     year = {2019},
     url = {https://www.cl.uni-heidelberg.de/statnlpgroup/publications/IWSLT2019_v2.pdf}
   }
   

2. Shigehiko Schamoni, Holger A. Lindner, Verena Schneider-Lindner, Manfred Thiel and Stefan Riezler

   Leveraging Implicit Expert Knowledge for Non-Circular Machine Learning in Sepsis Prediction

   Journal of Artificial Intelligence in Medicine, 2019 (Preprint)

   pdf | bib

   @article{schamoniETAL19,
     title = {Leveraging Implicit Expert Knowledge for Non-Circular Machine Learning in Sepsis Prediction},
     author = {Schamoni, Shigehiko and Lindner, Holger A. and Schneider-Lindner, Verena and Thiel, Manfred and Riezler, Stefan},
     journal = {Journal of Artificial Intelligence in Medicine},
     year = {2019},
     note = {Preprint},
     url = {https://arxiv.org/pdf/1909.09557.pdf}
   }
   

3. Julia Kreutzer, Jasmijn Bastings and Stefan Riezler

   Joey NMT: A Minimalist NMT Toolkit for Novices

   Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP): System Demonstrations, Hong Kong, China, 2019

   pdf | code | bib

   @inproceedings{joey2019,
     author = {Kreutzer, Julia and Bastings, Jasmijn and Riezler, Stefan},
     title = {Joey {NMT}: A Minimalist {NMT} Toolkit for Novices},
     journal = {Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing {(EMNLP-IJCNLP)}: System Demonstrations},
     year = {2019},
     city = {Hong Kong, China},
     url = {https://www.aclweb.org/anthology/D19-3019}
   }
   

4. Julia Kreutzer and Stefan Riezler

   Self-Regulated Interactive Sequence-to-Sequence Learning

   Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL), Florence, Italy, 2019

   pdf | bib

   @inproceedings{kreutzer2019,
     author = {Kreutzer, Julia and Riezler, Stefan},
     title = {Self-Regulated Interactive Sequence-to-Sequence Learning},
     journal = {Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics},
     journal-abbrev = {ACL},
     year = {2019},
     city = {Florence},
     country = {Italy},
     url = {https://www.aclweb.org/anthology/P19-1029}
   }
   

5. Tsz Kin Lam, Shigehiko Schamoni and Stefan Riezler

   Interactive-Predictive Neural Machine Translation through Reinforcement and Imitation

   Proceedings of the Machine Translation Summit (MTSUMMIT XVII), Dublin, Ireland, 2019

   pdf | bib

   @inproceedings{lam2019,
     author = {Lam, Tsz Kin and Schamoni, Shigehiko and Riezler, Stefan},
     title = {Interactive-Predictive Neural Machine Translation through Reinforcement and Imitation},
     journal = {Proceedings of the Machine Translation Summit},
     journal-abbrev = {MTSUMMIT XVII},
     year = {2019},
     city = {Dublin},
     country = {Ireland},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/MTSUMMIT2019.pdf}
   }
   

6. Laura Jehl, Carolin Lawrence and Stefan Riezler

   Learning Neural Sequence-to-Sequence Models from Weak Feedback with Bipolar Ramp Loss

   Transactions of the Association for Computational Linguistics (TACL), Florence, Italy, 2019

   pdf | bib

   @inproceedings{jehl2019,
     author = {Jehl, Laura and Lawrence, Carolin and Riezler, Stefan},
     title = {Learning Neural Sequence-to-Sequence Models from Weak Feedback with Bipolar Ramp Loss},
     journal = {Transactions of the Association for Computational Linguistics},
     journal-abbrev = {TACL},
     city = {Florence},
     country = {Italy},
     year = {2019},
     url = {https://www.cl.uni-heidelberg.de/~riezler/publications/papers/TACL2019.pdf}
   }
   

2018

1. Carolin Lawrence and Stefan Riezler

   Counterfactual Learning from Human Proofreading Feedback for Semantic Parsing

   “Learning by Instruction” Workshop at the 32nd Conference on Neural Information Processing Systems (NeurIPS), 2018

   pdf | bib

   @inproceedings{lawrence2018b,
     author = {Lawrence, Carolin and Riezler, Stefan},
     title = {Counterfactual Learning from Human Proofreading Feedback for Semantic Parsing},
     journal = {``Learning by Instruction'' Workshop at the 32nd Conference on Neural Information Processing Systems},
     journal-abbrev = {NeurIPS},
     year = {2018},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/NIPS2018.2.pdf}
   }
   

2. Julia Kreutzer and Artem Sokolov

   Learning to Segment Inputs for NMT Favors Character-Level Processing

   Proceedings of the International Workshop on Spoken Language Translation (IWSLT), Bruges, Belgium, 2018

   pdf | bib

   @inproceedings{kreutzer2018c,
     author = {Kreutzer, Julia and Sokolov, Artem},
     title = {Learning to Segment Inputs for NMT Favors Character-Level Processing},
     journal = {Proceedings of the International Workshop on Spoken Language Translation},
     journal-abbrev = {IWSLT},
     year = {2018},
     city = {Bruges},
     country = {Belgium},
     url = {https://arxiv.org/abs/1810.01480}
   }
   

3. Artem Sokolov, Julian Hitschler, Mayumi Ohta and Stefan Riezler

   Sparse Stochastic Zeroth-Order Optimization with an Application to Bandit Structured Prediction

   arXiv preprint arXiv:1806.04458, 2018 (Preprint)

   pdf | bib

   @inproceedings{sokolov2018,
     author = {Sokolov, Artem and Hitschler, Julian and Ohta, Mayumi and Riezler, Stefan},
     title = {Sparse Stochastic Zeroth-Order Optimization with an Application to Bandit Structured Prediction},
     journal = {arXiv preprint arXiv:1806.04458},
     note = {Preprint},
     year = {2018},
     url = {https://arxiv.org/abs/1806.04458}
   }
   

4. Julia Kreutzer, Joshua Uyheng and Stefan Riezler

   Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning

   Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL), Melbourne, Australia, 2018

   pdf | bib

   @inproceedings{kreutzer2018b,
     author = {Kreutzer, Julia and Uyheng, Joshua and Riezler, Stefan},
     title = {Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning},
     journal = {Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics},
     journal-abbrev = {ACL},
     year = {2018},
     city = {Melbourne},
     country = {Australia},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/ACL2018.pdf}
   }
   

5. Ryan Cotterell and Julia Kreutzer

   Explaining and Generalizing Back-Translation with Wake-Sleep

   arXiv preprint arXiv:1806.04402, 2018 (Preprint)

   pdf | bib

   @article{cotterell2018,
     title = {Explaining and Generalizing Back-Translation with Wake-Sleep},
     author = {Cotterell, Ryan and Kreutzer, Julia},
     journal = {arXiv preprint arXiv:1806.04402},
     year = {2018},
     note = {Preprint},
     url = {https://arxiv.org/pdf/1806.04402.pdf}
   }
   

6. Carolin Lawrence and Stefan Riezler

   Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback

   Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL), Melbourne, Australia, 2018

   pdf | bib

   @inproceedings{lawrence2018a,
     author = {Lawrence, Carolin and Riezler, Stefan},
     title = {Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback},
     journal = {Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics},
     journal-abbrev = {ACL},
     year = {2018},
     city = {Melbourne},
     country = {Australia},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/ACL2018.2.pdf}
   }
   

7. Tsz Kin Lam, Julia Kreutzer and Stefan Riezler

   A Reinforcement Learning Approach to Interactive-Predictive Neural Machine Translation

   Proceedings of the 21st Annual Conference of the European Association for Machine Translation (EAMT), Alicante, Spain, 2018

   pdf | bib

   @inproceedings{lam2018,
     author = {Lam, Tsz Kin and Kreutzer, Julia and Riezler, Stefan},
     title = {A Reinforcement Learning Approach to Interactive-Predictive Neural Machine Translation},
     journal = {Proceedings of the 21st Annual Conference of the European Association for Machine Translation},
     journal-abbrev = {EAMT},
     year = {2018},
     city = {Alicante},
     country = {Spain},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/EAMT2018.pdf}
   }
   

8. Shota Sasaki, Shuo Sun, Shigehiko Schamoni, Kevin Duh and Kentaro Inui

   Cross-lingual Learning-to-Rank with Shared Representations

   Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Industry Track (NAACL-HLT), New Orleans, LA, USA, 2018

   pdf | bib

   @inproceedings{sasaki2018,
     author = {Sasaki, Shota and Sun, Shuo and Schamoni, Shigehiko and Duh, Kevin and Inui, Kentaro},
     title = {Cross-lingual Learning-to-Rank with Shared Representations},
     journal = {Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Industry Track},
     journal-abbrev = {NAACL-HLT},
     year = {2018},
     city = {New Orleans, LA},
     country = {USA},
     url = {http://www.cl.uni-heidelberg.de/~schamoni/publications/dl/NAACL2018a.pdf}
   }
   

9. Julia Kreutzer, Shahram Khadivi, Evgeny Matusov and Stefan Riezler

   Can Neural Machine Translation be Improved with User Feedback?

   Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Industry Track (NAACL-HLT), New Orleans, LA, USA, 2018

   pdf | bib

   @inproceedings{kreutzer2018a,
     author = {Kreutzer, Julia and Khadivi, Shahram and Matusov, Evgeny and Riezler, Stefan},
     title = {Can Neural Machine Translation be Improved with User Feedback?},
     journal = {Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Industry Track},
     journal-abbrev = {NAACL-HLT},
     year = {2018},
     city = {New Orleans, LA},
     country = {USA},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/NAACL2018.pdf}
   }
   

10. Shigehiko Schamoni, Julian Hitschler and Stefan Riezler

    A Dataset and Reranking Method for Multimodal MT of User-Generated Image Captions

    Proceedings of the 13th biennial conference of the Association for Machine Translation in the Americas (AMTA), Boston, MA, USA, 2018

    pdf | bib

    @inproceedings{schamoni2018,
      author = {Schamoni, Shigehiko and Hitschler, Julian and Riezler, Stefan},
      title = {A Dataset and Reranking Method for Multimodal MT of User-Generated Image Captions},
      journal = {Proceedings of the 13th biennial conference of the Association for Machine Translation in the Americas},
      journal-abbrev = {AMTA},
      year = {2018},
      city = {Boston, MA},
      country = {USA},
      url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/AMTA2018.1.pdf}
    }
    

11. Laura Jehl and Stefan Riezler

    Document Information as Side Constraints for Improved Neural Patent Translation

    Proceedings of the 13th biennial conference of the Association for Machine Translation in the Americas (AMTA), Boston, MA, USA, 2018

    pdf | bib

    @inproceedings{jehl2018,
      author = {Jehl, Laura and Riezler, Stefan},
      title = {Document Information as Side Constraints for Improved Neural Patent Translation},
      journal = {Proceedings of the 13th biennial conference of the Association for Machine Translation in the Americas},
      journal-abbrev = {AMTA},
      year = {2018},
      city = {Boston, MA},
      country = {USA},
      url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/AMTA2018.2.pdf}
    }
    

12. Philipp Richter-Pechanski, Stefan Riezler and Christoph Dieterich

    De-Identification of German Medical Admission Notes

    Studies in health technology and informatics, 253, 165–169, 2018

    pdf | bib

    @article{richter2018,
      author = {Richter-Pechanski, Philipp and Riezler, Stefan and Dieterich, Christoph},
      title = {De-Identification of German Medical Admission Notes},
      journal = {Studies in health technology and informatics},
      volume = {253},
      pages = {165--169},
      year = {2018},
      url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/GMDS2018.pdf}
    }
    

2017

1. Sariya Karimova, Patrick Simianer and Stefan Riezler

   A User-Study on Online Adaptation of Neural Machine Translation to Human Post-Edits

   Machine Translation, 32(4), 309–324, Springer, 2017

   pdf | bib

   @article{karimova2017,
     author = {Karimova, Sariya and Simianer, Patrick and Riezler, Stefan},
     title = {A User-Study on Online Adaptation of Neural Machine Translation to Human Post-Edits},
     journal = {Machine Translation},
     volume = {32},
     number = {4},
     pages = {309--324},
     year = {2017},
     publisher = {Springer},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/MT2018.pdf}
   }
   

2. Carolin Lawrence, Pratik Gajane and Stefan Riezler

   Counterfactual Learning for Machine Translation: Degeneracies and Solutions

   Workshop “From ‘What If?’ To ‘What Next?”’ at the 31st Conference on Neural Information Processing Systems (NIPS), Long Beach, CA, USA, 2017

   pdf | bib

   @inproceedings{lawrence2017b,
     author = {Lawrence, Carolin and Gajane, Pratik and Riezler, Stefan},
     title = {Counterfactual Learning for Machine Translation: Degeneracies and Solutions},
     journal = {Workshop ``From `What If?' To `What Next?''' at the 31st Conference on Neural Information Processing Systems},
     journal-abbrev = {NIPS},
     year = {2017},
     city = {Long Beach, CA},
     country = {USA},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/NIPS2017.pdf}
   }
   

3. Carolin Lawrence, Artem Sokolov and Stefan Riezler

   Counterfactual Learning from Bandit Feedback under Deterministic Logging: A Case Study in Statistical Machine Translation

   Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Copenhagen, Denmark, 2017

   pdf | bib

   @inproceedings{lawrence2017a,
     author = {Lawrence, Carolin and Sokolov, Artem and Riezler, Stefan},
     title = {Counterfactual Learning from Bandit Feedback under Deterministic Logging: A Case Study in Statistical Machine Translation},
     journal = {Proceedings of the Conference on Empirical Methods in Natural Language Processing},
     journal-abbrev = {EMNLP},
     year = {2017},
     city = {Copenhagen},
     country = {Denmark},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/EMNLP2017.pdf}
   }
   

4. André F. T. Martins and Julia Kreutzer

   Learning What’s Easy: Fully Differentiable Neural Easy-First Taggers

   Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP), Copenhagen, Denmark, 2017

   pdf | NLP Highlights podcast | code | bib

   @inproceedings{martins2017,
     title = {Learning What{'}s Easy: Fully Differentiable Neural Easy-First Taggers},
     author = {Martins, Andr{\'e} F. T. and Kreutzer, Julia},
     journal = {Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing},
     journal-abbrev = {EMNLP},
     year = {2017},
     city = {Copenhagen},
     country = {Denmark},
     url = {https://www.aclweb.org/anthology/D17-1036}
     doi = {10.18653/v1/D17-1036},
   }
   

5. Artem Sokolov, Julia Kreutzer, Kellen Sunderland, Pavel Danchenko, Witold Szymaniak, Hagen Fürstenau and Stefan Riezler

   A Shared Task on Bandit Learning for Machine Translation

   Proceedings of the Second Conference on Machine Translation (WMT), Copenhagen, Denmark, 2017

   pdf | shared task page | slides | bib

   @inproceedings{sokolov2017,
     title = {A Shared Task on Bandit Learning for Machine Translation},
     author = {Sokolov, Artem and Kreutzer, Julia and Sunderland, Kellen and Danchenko, Pavel and Szymaniak, Witold and F{\"u}rstenau, Hagen and Riezler, Stefan},
     journal = {Proceedings of the Second Conference on Machine Translation},
     journal-abbrev = {WMT},
     year = {2017},
     city = {Copenhagen},
     country = {Denmark},
     url = {https://www.aclweb.org/anthology/W17-4756}
     doi = {10.18653/v1/W17-4756},
   }
   

6. Julia Kreutzer, Artem Sokolov and Stefan Riezler

   Bandit Structured Prediction for Neural Sequence-to-Sequence Learning

   Proceedings of the 55th Annual Meeeting of the Association for Computational Linguistics (ACL), Vancouver, Canada, 2017

   pdf | code | poster | bib

   @inproceedings{kreutzer2017,
     author = {Kreutzer, Julia and Sokolov, Artem and Riezler, Stefan},
     title = {Bandit Structured Prediction for Neural Sequence-to-Sequence Learning},
     journal = {Proceedings of the 55th Annual Meeeting of the Association for Computational Linguistics},
     journal-abbrev = {ACL},
     year = {2017},
     city = {Vancouver},
     country = {Canada},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/ACL2017.pdf}
   }
   

2016

1. Artem Sokolov, Julia Kreutzer, Christopher Lo and Stefan Riezler

   Stochastic Structured Prediction under Bandit Feedback

   Advances in Neural Information Processing Systems (NIPS), Barcelona, Spain, 2016

   pdf | video | bib

   @inproceedings{sokolov2016b,
     author = {Sokolov, Artem and Kreutzer, Julia and Lo, Christopher and Riezler, Stefan},
     title = {Stochastic Structured Prediction under Bandit Feedback},
     journal = {Advances in Neural Information Processing Systems},
     journal-abbrev = {NIPS},
     year = {2016},
     city = {Barcelona},
     country = {Spain},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/NIPS2016.pdf}
   }
   

2. Laura Jehl and Stefan Riezler

   Learning to Translate from Graded and Negative Relevance Information

   Proceedings of the 26th International Conference on Computational Linguistics (COLING), Osaka, Japan, 2016

   pdf | bib

   @inproceedings{jehl2016,
     author = {Jehl, Laura and Riezler, Stefan},
     title = {Learning to Translate from Graded and Negative Relevance Information},
     journal = {Proceedings of the 26th International Conference on Computational Linguistics},
     journal-abbrev = {COLING},
     year = {2016},
     city = {Osaka},
     country = {Japan},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/COLING2016.2.pdf}
   }
   

3. Carolin Lawrence and Stefan Riezler

   NLMaps: A Natural Language Interface to Query OpenStreetMap

   Proceedings of the 26th International Conference on Computational Linguistics (COLING), Osaka, Japan, 2016

   pdf | bib

   @inproceedings{lawrence2016,
     author = {Lawrence, Carolin and Riezler, Stefan},
     title = {NLMaps: A Natural Language Interface to Query OpenStreetMap},
     journal = {Proceedings of the 26th International Conference on Computational Linguistics},
     journal-abbrev = {COLING},
     year = {2016},
     city = {Osaka},
     country = {Japan},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/COLING2016.pdf}
   }
   

4. Patrick Simianer, Sariya Karimova and Stefan Riezler

   A Post-editing Interface for Immediate Adaptation in Statistical Machine Translation

   Proceedings of the 26th International Conference on Computational Linguistics (COLING), Osaka, Japan, 2016

   pdf | bib

   @inproceedings{simianer2016,
     author = {Simianer, Patrick and Karimova, Sariya and Riezler, Stefan},
     title = {A Post-editing Interface for Immediate Adaptation in Statistical Machine Translation},
     journal = {Proceedings of the 26th International Conference on Computational Linguistics},
     journal-abbrev = {COLING},
     year = {2016},
     city = {Osaka},
     country = {Japan},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/COLING2016.3.pdf}
   }
   

5. Julian Hitschler, Laura Jehl, Sariya Karimova, Mayumi Ohta, Benjamin Körner and Stefan Riezler

   Otedama: Fast Rule-based Pre-Ordering for Machine Translation

   The Prague Bulletin of Mathematical Linguistics (PBML), 106, 159–168, 2016

   pdf | bib

   @article{hitschler2016b,
     author = {Hitschler, Julian and Jehl, Laura and Karimova, Sariya and Ohta, Mayumi and K\"{o}rner, Benjamin and Riezler, Stefan},
     title = {Otedama: Fast Rule-based Pre-Ordering for Machine Translation},
     journal = {The Prague Bulletin of Mathematical Linguistics},
     journal-abbrev = {PBML},
     number = {106},
     pages = {159--168},
     year = {2016},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/MTM2016.pdf}
   }
   

6. Julian Hitschler, Shigehiko Schamoni and Stefan Riezler

   Multimodal Pivots for Image Caption Translation

   Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL), Berlin, Germany, 2016

   pdf | bib

   @inproceedings{hitschler2016a,
     author = {Hitschler, Julian and Schamoni, Shigehiko and Riezler, Stefan},
     title = {Multimodal Pivots for Image Caption Translation},
     journal = {Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics},
     journal-abbrev = {ACL},
     year = {2016},
     city = {Berlin},
     country = {Germany},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/ACL2016.2.pdf}
   }
   

7. Artem Sokolov, Julia Kreutzer, Christopher Lo and Stefan Riezler

   Learning Structured Predictors from Bandit Feedback for Interactive NLP

   Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL), Berlin, Germany, 2016

   pdf | bib

   @inproceedings{sokolov2016a,
     author = {Sokolov, Artem and Kreutzer, Julia and Lo, Christopher and Riezler, Stefan},
     title = {Learning Structured Predictors from Bandit Feedback for Interactive NLP},
     journal = {Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics},
     journal-abbrev = {ACL},
     year = {2016},
     city = {Berlin},
     country = {Germany},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/ACL2016.pdf}
   }
   

8. Carolin Haas and Stefan Riezler

   A Corpus and Semantic Parser for Multilingual Natural Language Querying of OpenStreetMap

   Proceedings of the 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), San Diego, CA, 2016

   pdf | bib

   @inproceedings{haas2016,
     author = {Haas, Carolin and Riezler, Stefan},
     title = {A Corpus and Semantic Parser for Multilingual Natural Language Querying of OpenStreetMap},
     journal = {Proceedings of the 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},
     journal-abbrev = {NAACL-HLT},
     year = {2016},
     city = {San Diego},
     country = {CA},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/NAACL2016.pdf}
   }
   

9. Vera Boteva, Demian Gholipour, Artem Sokolov and Stefan Riezler

   A Full-Text Learning to Rank Dataset for Medical Information Retrieval

   Proceedings of the 38th European Conference on Information Retrieval (ECIR), Padova, Italy, 2016

   pdf | bib

   @inproceedings{boteva2016,
     author = {Boteva, Vera and Gholipour, Demian and Sokolov, Artem and Riezler, Stefan},
     title = {A Full-Text Learning to Rank Dataset for Medical Information Retrieval},
     journal = {Proceedings of the 38th European Conference on Information Retrieval},
     journal-abbrev = {ECIR},
     year = {2016},
     city = {Padova},
     country = {Italy},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/ECIR2016.pdf}
   }
   

10. Martin Löpprich, Felix Krauss, Matthias Ganzinger, Karsten Senghas, Stefan Riezler and Petra Knaup

    Automated Classification of Selected Data Elements from Free-text Diagnostic Reports for Clinical Research

    Methods Inf Med, 55(4), 373–380, Berlin, Germany, 2016

    pdf | bib

    @article{loepprich2016,
      author = {L\"{o}pprich, Martin and Krauss, Felix and Ganzinger, Matthias and Senghas, Karsten and Riezler, Stefan and Knaup, Petra},
      title = {Automated Classification of Selected Data Elements from Free-text Diagnostic Reports for Clinical Research},
      journal = {Methods Inf Med},
      volume = {55},
      number = {4},
      pages = {373--380},
      year = {2016},
      city = {Berlin},
      country = {Germany},
      url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/MethodsInfMed2016.pdf}
    }
    

2015

1. Laura Jehl, Patrick Simianer, Julian Hitscher and Stefan Riezler

   The Heidelberg University English-German translation system for IWSLT 2015

   Proceedings of the International Workshop on Spoken Language Translation (IWSLT), Da Nang, Vietnam, 2015

   pdf | bib

   @inproceedings{jehl2015,
     author = {Jehl, Laura and Simianer, Patrick and Hitscher, Julian and Riezler, Stefan},
     title = {The Heidelberg University English-German translation system for IWSLT 2015},
     journal = {Proceedings of the International Workshop on Spoken Language Translation},
     journal-abbrev = {IWSLT},
     year = {2015},
     city = {Da Nang},
     country = {Vietnam},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/IWSLT2015.pdf}
   }
   

2. Stefan Riezler

   Response-Based Learning for Patent Translation

   Proceedings of the 6th Workshop on Patent and Scientific Literature Translation (PSLT), Miami, FL, USA, 2015

   pdf | bib

   @inproceedings{riezler2015,
     author = {Riezler, Stefan},
     title = {Response-Based Learning for Patent Translation},
     journal = {Proceedings of the 6th Workshop on Patent and Scientific Literature Translation},
     journal-abbrev = {PSLT},
     year = {2015},
     city = {Miami, FL},
     country = {USA},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/PSLT2015.pdf}
   }
   

3. Artem Sokolov, Stefan Riezler and Tanguy Urvoy

   Bandit Structured Prediction for Learning from Partial Feedback in Statistical Machine Translation

   Proceedings of MT Summit XV, Miami, FL, USA, 2015

   pdf | bib

   @inproceedings{sokolov2015c,
     author = {Sokolov, Artem and Riezler, Stefan and Urvoy, Tanguy},
     title = {Bandit Structured Prediction for Learning from Partial Feedback in Statistical Machine Translation},
     journal = {Proceedings of MT Summit XV},
     year = {2015},
     city = {Miami, FL},
     country = {USA},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/MTSUMMIT2015.pdf}
   }
   

4. Julia Kreutzer, Shigehiko Schamoni and Stefan Riezler

   QUality Estimation from ScraTCH (QUETCH): Deep Learning for Word-level Translation Quality Estimation

   Proceedings of the 10th Workshop on Machine Translation (WMT), Lisbon, Portugal, 2015

   pdf | bib

   @inproceedings{kreutzer2015,
     author = {Kreutzer, Julia and Schamoni, Shigehiko and Riezler, Stefan},
     title = {QUality Estimation from ScraTCH (QUETCH): Deep Learning for Word-level Translation Quality Estimation},
     journal = {Proceedings of the 10th Workshop on Machine Translation},
     journal-abbrev = {WMT},
     year = {2015},
     city = {Lisbon},
     country = {Portugal},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/WMT2015.pdf}
   }
   

5. Artem Sokolov, Stefan Riezler and Shay B. Cohen

   A Coactive Learning View of Online Structured Prediction in Statistical Machine Translation

   Proceedings of the Conference on Computational Natural Language Learning (CoNLL), Beijing, China, 2015

   pdf | bib

   @inproceedings{sokolov2015b,
     author = {Sokolov, Artem and Riezler, Stefan and Cohen, Shay B.},
     title = {A Coactive Learning View of Online Structured Prediction in Statistical Machine Translation},
     journal = {Proceedings of the Conference on Computational Natural Language Learning},
     journal-abbrev = {CoNLL},
     year = {2015},
     city = {Beijing},
     country = {China},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/CONLL2015.pdf}
   }
   

6. Shigehiko Schamoni and Stefan Riezler

   Combining Orthogonal Information in Large-Scale Cross-Language Information Retrieval

   Proceedings of the 38th Annual ACM SIGIR Conference (SIGIR), Santiago, Chile, 2015

   pdf | bib

   @inproceedings{schamoni2015,
     author = {Schamoni, Shigehiko and Riezler, Stefan},
     title = {Combining Orthogonal Information in Large-Scale Cross-Language Information Retrieval},
     journal = {Proceedings of the 38th Annual ACM SIGIR Conference},
     journal-abbrev = {SIGIR},
     year = {2015},
     city = {Santiago},
     country = {Chile},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/SIGIR2015.pdf}
   }
   

7. Artem Sokolov, Stefan Riezler and Shay B. Cohen

   Coactive Learning for Interactive Machine Translation

   Proceedings of the 4th Workshop on Machine Learning for Interactive Systems (ICML), Lille, France, 2015

   pdf | bib

   @inproceedings{sokolov2015a,
     author = {Sokolov, Artem and Riezler, Stefan and Cohen, Shay B.},
     title = {Coactive Learning for Interactive Machine Translation},
     journal = {Proceedings of the 4th Workshop on Machine Learning for Interactive Systems},
     journal-abbrev = {ICML},
     year = {2015},
     city = {Lille},
     country = {France},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/MLIS2015.pdf}
   }
   

8. Katharina Wäschle and Stefan Riezler

   Integrating a Large, Monolingual Corpus as Translation Memory into Statistical Machine Translation

   Proceedings of the 18th Annual Conference of the European Association for Machine Translation (EAMT), Antalya, Turkey, 2015

   pdf | bib

   @inproceedings{waeschle2015,
     author = {W\"{a}schle, Katharina and Riezler, Stefan},
     title = {Integrating a Large, Monolingual Corpus as Translation Memory into Statistical Machine Translation},
     journal = {Proceedings of the 18th Annual Conference of the European Association for Machine Translation},
     journal-abbrev = {EAMT},
     year = {2015},
     city = {Antalya},
     country = {Turkey},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/EAMT2015.pdf}
   }
   

9. Felix Hieber and Stefan Riezler

   Bag-of-Words Forced Decoding for Cross-Lingual Information Retrieval

   Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT), Denver, CO, USA, 2015

   pdf | bib

   @inproceedings{hieber2015,
     author = {Hieber, Felix and Riezler, Stefan},
     title = {Bag-of-Words Forced Decoding for Cross-Lingual Information Retrieval},
     journal = {Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies},
     journal-abbrev = {NAACL HLT},
     year = {2015},
     city = {Denver, CO},
     country = {USA},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/NAACL2015.pdf}
   }
   

10. Carolin Haas and Stefan Riezler

    Response-based Learning for Machine Translation of Open-domain Database Queries

    Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT), Denver, CO, USA, 2015

    pdf | bib

    @inproceedings{hieber2016,
      author = {Haas, Carolin and Riezler, Stefan},
      title = {Response-based Learning for Machine Translation of Open-domain Database Queries},
      journal = {Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies},
      journal-abbrev = {NAACL HLT},
      year = {2015},
      city = {Denver, CO},
      country = {USA},
      url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/NAACL2015.2.pdf}
    }
    

2014

1. Sariya Karimova, Patrick Simianer and Stefan Riezler

   Offline Extraction of Overlapping Phrases for Hierarchical Phrase-Based Translation

   Proceedings of the 11th International Workshop on Spoken Language Translation (IWSLT), Lake Tahoe, CA, USA, 2014

   pdf | bib

   @inproceedings{karimova2014,
     author = {Karimova, Sariya and Simianer, Patrick and Riezler, Stefan},
     title = {Offline Extraction of Overlapping Phrases for Hierarchical Phrase-Based Translation},
     journal = {Proceedings of the 11th International Workshop on Spoken Language Translation},
     journal-abbrev = {IWSLT},
     year = {2014},
     city = {Lake Tahoe, CA},
     country = {USA},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/IWSLT2014.pdf}
   }
   

2. Nicola Bertoldi, Patrick Simianer, Mauro Cettolo, Katharina Wäschle, Marcello Federico and Stefan Riezler

   Online Adaptation to Post-Edits for Phrase-Based Statistical Machine Translation

   Machine Translation, 28, 309–339, 2014

   pdf | bib

   @article{bertoldi2014,
     author = {Bertoldi, Nicola and Simianer, Patrick and Cettolo, Mauro and W\"{a}schle, Katharina and Federico, Marcello and Riezler, Stefan},
     title = {Online Adaptation to Post-Edits for Phrase-Based Statistical Machine Translation},
     journal = {Machine Translation},
     year = {2014},
     pages = {309--339},
     volume = {28},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/MTJOURNAL2014.pdf}
   }
   

3. Artem Sokolov, Felix Hieber and Stefan Riezler

   Learning to Translate Queries for CLIR

   Proceedings of the 37th Annual ACM SIGIR Conference (SIGIR), Gold Coast, Australia, 2014

   pdf | bib

   @inproceedings{sokolov2014,
     author = {Sokolov, Artem and Hieber, Felix and Riezler, Stefan},
     title = {Learning to Translate Queries for CLIR},
     journal = {Proceedings of the 37th Annual ACM SIGIR Conference},
     journal-abbrev = {SIGIR},
     year = {2014},
     city = {Gold Coast},
     country = {Australia},
     url = {https://www.cl.uni-heidelberg.de/~riezler/publications/papers/SIGIR2014.pdf}
   }
   

4. Shigehiko Schamoni, Felix Hieber, Artem Sokolov and Stefan Riezler

   Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval

   Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL), Baltimore, MD, USA, 2014

   pdf | bib

   @inproceedings{schamoni2014,
     author = {Schamoni, Shigehiko and Hieber, Felix and Sokolov, Artem and Riezler, Stefan},
     title = {Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval},
     journal = {Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics},
     journal-abbrev = {ACL},
     year = {2014},
     city = {Baltimore, MD},
     country = {USA},
     url = {https://www.cl.uni-heidelberg.de/~riezler/publications/papers/ACL2014short.pdf}
   }
   

5. Stefan Riezler, Patrick Simianer and Carolin Haas

   Response-Based Learning for Grounded Machine Translation

   Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL), Baltimore, MD, USA, 2014

   pdf | bib

   @inproceedings{riezler2014b,
     author = {Riezler, Stefan and Simianer, Patrick and Haas, Carolin},
     title = {Response-Based Learning for Grounded Machine Translation},
     journal = {Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics},
     journal-abbrev = {ACL},
     year = {2014},
     city = {Baltimore, MD},
     country = {USA},
     url = {https://www.cl.uni-heidelberg.de/~riezler/publications/papers/ACL2014short.pdf}
   }
   

6. Stefan Riezler

   On the Problem of Theoretical Terms in Empirical Computational Linguistics

   Computational Linguistics, 40(1), 235–245, 2014

   pdf | bib

   @article{riezler2014a,
     author = {Riezler, Stefan},
     title = {On the Problem of Theoretical Terms in Empirical Computational Linguistics},
     journal = {Computational Linguistics},
     year = {2014},
     pages = {235--245},
     volume = {40},
     number = {1},
     url = {https://www.cl.uni-heidelberg.de/~riezler/publications/papers/CL2014.pdf}
   }
   

2013

1. Artem Sokolov and Stefan Riezler

   Task-driven Greedy Learning of Feature Hashing Functions

   Proceedings of the NIPS’13 Workshop “Big Learning: Advances in Algorithms and Data Management” (NIPS), Lake Tahoe, NV, USA, 2013

   pdf | bib

   @inproceedings{sokolov2013c,
     author = {Sokolov, Artem and Riezler, Stefan},
     title = {Task-driven Greedy Learning of Feature Hashing Functions},
     journal = {Proceedings of the NIPS'13 Workshop ``Big Learning: Advances in Algorithms and Data Management''},
     journal-abbrev = {NIPS},
     year = {2013},
     city = {Lake Tahoe, NV},
     country = {USA},
     url = {https://www.cl.uni-heidelberg.de/~riezler/publications/papers/BigLearn13.pdf}
   }
   

2. Patrick Simianer, Laura Jehl and Stefan Riezler

   The Heidelberg University Machine Translation Systems for IWSLT2013

   Proceedings of the International Workshop on Spoken Language Translation (IWSLT), Heidelberg, Germany, 2013

   pdf | bib

   @inproceedings{simianer2013,
     author = {Simianer, Patrick and Jehl, Laura and Riezler, Stefan},
     title = {The Heidelberg University Machine Translation Systems for IWSLT2013},
     journal = {Proceedings of the International Workshop on Spoken Language Translation},
     journal-abbrev = {IWSLT},
     year = {2013},
     city = {Heidelberg},
     country = {Germany},
     url = {https://www.cl.uni-heidelberg.de/~riezler/publications/papers/IWSLT2013.pdf}
   }
   

3. Artem Sokolov, Laura Jehl, Felix Hieber and Stefan Riezler

   Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings

   Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Seattle, WA, USA, 2013

   pdf | bib

   @inproceedings{sokolov2013b,
     author = {Sokolov, Artem and Jehl, Laura and Hieber, Felix and Riezler, Stefan},
     title = {Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings},
     journal = {Proceedings of the Conference on Empirical Methods in Natural Language Processing},
     journal-abbrev = {EMNLP},
     year = {2013},
     city = {Seattle, WA},
     country = {USA},
     url = {https://www.cl.uni-heidelberg.de/~riezler/publications/papers/EMNLP13.pdf}
   }
   

4. Artem Sokolov, Guillaume Wisniewski and François Yvon

   Lattice BLEU Oracles for Machine Translation

   Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Seattle, WA, USA, 2013

   pdf | bib

   @inproceedings{sokolov2013a,
     author = {Sokolov, Artem and Wisniewski, Guillaume and Yvon, Fran\c{c}ois},
     title = {Lattice BLEU Oracles for Machine Translation},
     journal = {Proceedings of the Conference on Empirical Methods in Natural Language Processing},
     journal-abbrev = {EMNLP},
     year = {2013},
     city = {Seattle, WA},
     country = {USA},
     url = {https://www.cl.uni-heidelberg.de/~riezler/publications/papers/EMNLP13.pdf}
   }
   

5. Patrick Simianer and Stefan Riezler

   Multi-Task Learning for Improved Discriminative Training in SMT

   Proceedings of the Workshop on Statistical Machine Translation (WMT), Sofia, Bulgaria, 2013

   pdf | bib

   @inproceedings{simianer2013b,
     author = {Simianer, Patrick and Riezler, Stefan},
     title = {Multi-Task Learning for Improved Discriminative Training in SMT},
     journal = {Proceedings of the Workshop on Statistical Machine Translation},
     journal-abbrev = {WMT},
     year = {2013},
     city = {Sofia},
     country = {Bulgaria},
     url = {https://www.cl.uni-heidelberg.de/~riezler/publications/papers/WMT2013.pdf}
   }
   

6. Katharina Wäschle, Patrick Simianer, Nicola Bertoldi, Stefan Riezler and Marcello Federico

   Generative and Discriminative Methods for Online Adaptation in SMT

   Proceedings of MT SUMMIT XIV, Nice, France, 2013

   pdf | bib

   @inproceedings{waeschle2013,
     author = {W\"{a}schle, Katharina and Simianer, Patrick and Bertoldi, Nicola and Riezler, Stefan and Federico, Marcello},
     title = {Generative and Discriminative Methods for Online Adaptation in SMT},
     journal = {Proceedings of MT SUMMIT XIV},
     year = {2013},
     city = {Nice},
     country = {France},
     url = {https://www.cl.uni-heidelberg.de/~riezler/publications/papers/MTSUMMIT13.pdf}
   }
   

7. Felix Hieber, Laura Jehl and Stefan Riezler

   Task Alternation in Parallel Sentence Retrieval for Twitter Translation

   Proceedings of the 51 Annual Meeting of the Association for Computational Linguistics (ACL), Sofia, Bulgaria, 2013

   pdf | bib

   @inproceedings{hieber2013,
     author = {Hieber, Felix and Jehl, Laura and Riezler, Stefan},
     title = {Task Alternation in Parallel Sentence Retrieval for Twitter Translation},
     journal = {Proceedings of the 51 Annual Meeting of the Association for Computational Linguistics},
     journal-abbrev = {ACL},
     year = {2013},
     city = {Sofia},
     country = {Bulgaria},
     url = {https://www.cl.uni-heidelberg.de/~riezler/publications/papers/ACL2013.pdf}
   }
   

8. Patrick Simianer, Gesa Stupperich, Laura Jehl, Katharina Wäschle, Artem Sokolov and Stefan Riezler

   The HDU Discriminative SMT System for Constrained Data PatentMT at NTCIR10

   Proceedings of the 10th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, Question Answering and Cross-Lingual Information Access, PatentMT (NTCIR), Tokyo, Japan, 2013

   pdf | bib

   @inproceedings{simianer2013a,
     author = {Simianer, Patrick and Stupperich, Gesa and Jehl, Laura and W\"{a}schle, Katharina and Sokolov, Artem and Riezler, Stefan},
     title = {The HDU Discriminative SMT System for Constrained Data PatentMT at NTCIR10},
     journal = {Proceedings of the 10th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, Question Answering and Cross-Lingual Information Access, PatentMT},
     journal-abbrev = {NTCIR},
     year = {2013},
     city = {Tokyo},
     country = {Japan},
     url = {https://www.cl.uni-heidelberg.de/~riezler/publications/papers/NTCIR10.pdf}
   }
   

9. Éva Mújdricza-Maydt, Huiqin Koerkel-Qu, Stefan Riezler and Sebastian Padó

   High-Precision Sentence Alignment by Bootstrapping from Wood Standard Annotations

   The Prague Bulletin of Mathematical Linguistics (PBML), 99, 5–16, 2013

   pdf | bib

   @article{mujdricza-maydt2013,
     author = {M\'{u}jdricza-Maydt, \'{E}va and Koerkel-Qu, Huiqin and Riezler, Stefan and Pad\'{o}, Sebastian},
     title = {High-Precision Sentence Alignment by Bootstrapping from Wood Standard Annotations},
     journal = {The Prague Bulletin of Mathematical Linguistics},
     journal-abbrev = {PBML},
     year = {2013},
     pages = {5--16},
     number = {99},
     url = {https://www.cl.uni-heidelberg.de/~riezler/publications/papers/PBML99.pdf}
   }
   

2012

1. Katharina Wäschle and Sascha Fendrich

   HDU: Cross-lingual Textual Entailment with SMT Features

   Proceedings of the 6th International Workshop on Semantic Evaluation (SemEval), Montral, Canada, 2012

   pdf | bib

   @inproceedings{waeschle2012c,
     author = {W\"{a}schle, Katharina and Fendrich, Sascha},
     title = {HDU: Cross-lingual Textual Entailment with SMT Features},
     journal = {Proceedings of the 6th International Workshop on Semantic Evaluation},
     journal-abbrev = {SemEval},
     year = {2012},
     city = {Montral},
     country = {Canada},
     url = {http://ixa2.si.ehu.es/starsem/proc/pdf/STARSEM-SEMEVAL064.pdf}
   }
   

2. Laura Jehl, Felix Hieber and Stefan Riezler

   Twitter Translation using Translation-based Cross-Lingual Retrieval

   Proceedings of the Seventh Workshop on Statistical Machine Translation (WMT), Montral, Canada, 2012

   pdf | bib

   @inproceedings{jehl2012,
     author = {Jehl, Laura and Hieber, Felix and Riezler, Stefan},
     title = {Twitter Translation using Translation-based Cross-Lingual Retrieval},
     journal = {Proceedings of the Seventh Workshop on Statistical Machine Translation},
     journal-abbrev = {WMT},
     year = {2012},
     city = {Montral},
     country = {Canada},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/WMT2012.pdf}
   }
   

3. Patrick Simianer, Stefan Riezler and Chris Dyer

   Joint Feature Selection in Distributed Stochastic Learning for Large-Scale Discriminative Training in SMT

   Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL), Jeju, Korea, 2012

   pdf | bib

   @inproceedings{simianer2012,
     author = {Simianer, Patrick and Riezler, Stefan and Dyer, Chris},
     title = {Joint Feature Selection in Distributed Stochastic Learning for Large-Scale Discriminative Training in SMT},
     journal = {Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics},
     journal-abbrev = {ACL},
     year = {2012},
     city = {Jeju},
     country = {Korea},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/ACL2012.pdf}
   }
   

4. Katharina Wäschle and Stefan Riezler

   Structural and Topical Dimensions in Multi-Task Patent Translation

   Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics (EACL), Avignon, France, 2012

   pdf | bib

   @inproceedings{waeschle2012b,
     author = {W\"{a}schle, Katharina and Riezler, Stefan},
     title = {Structural and Topical Dimensions in Multi-Task Patent Translation},
     journal = {Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics},
     journal-abbrev = {EACL},
     year = {2012},
     city = {Avignon},
     country = {France},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/EACL2012.pdf}
   }
   

5. Katharina Wäschle and Stefan Riezler

   Analyzing Parallelism and Domain Similarities in the MAREC Patent Corpus

   Proceedings of the 5th Information Retrieval Facility Conference (IRFC), Vienna, Austria, 2012

   pdf | bib

   @inproceedings{waeschle2012a,
     author = {W\"{a}schle, Katharina and Riezler, Stefan},
     title = {Analyzing Parallelism and Domain Similarities in the MAREC Patent Corpus},
     journal = {Proceedings of the 5th Information Retrieval Facility Conference},
     journal-abbrev = {IRFC},
     year = {2012},
     city = {Vienna},
     country = {Austria},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/IRF2012.pdf}
   }
   

6. Gerhard Kremer, Matthias Hartung, Sebastian Padó and Stefan Riezler

   Statistical machine translation support for adjective translation in context

   Translation: Computation, Corpora, Cognition, 2012

   pdf | bib

   @inproceedings{kremer2012,
     author = {Kremer, Gerhard and Hartung, Matthias and Pad\'{o}, Sebastian and Riezler, Stefan},
     title = {Statistical machine translation support for adjective translation in context},
     journal = {Translation: Computation, Corpora, Cognition},
     year = {2012},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/TC32012.pdf}
   }
   

2011

1. Patrick Simianer, Katharina Wäschle and Stefan Riezler

   Multi-Task Minimum Error Rate Training for SMT

   The Prague Bulletin of Mathematical Linguistics (PBML), 96, 99–108, 2011

   pdf | bib

   @article{simianer2011,
     author = {Simianer, Patrick and W\"{a}schle, Katharina and Riezler, Stefan},
     title = {Multi-Task Minimum Error Rate Training for SMT},
     journal = {The Prague Bulletin of Mathematical Linguistics},
     journal-abbrev = {PBML},
     year = {2011},
     number = {96},
     pages = {99--108},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/MTM2011.pdf}
   }
   

2. Felix Hieber and Stefan Riezler

   Improved Answer Ranking in Social Question-Answering Portals

   Proceedings of the 3rd International Workshop on Search and Mining User-generated Contents (SMUC), Glasgow, Scotland, UK, 2011

   pdf | bib

   @inproceedings{hieber2011,
     author = {Hieber, Felix and Riezler, Stefan},
     title = {Improved Answer Ranking in Social Question-Answering Portals},
     journal = {Proceedings of the 3rd International Workshop on Search and Mining User-generated Contents},
     journal-abbrev = {SMUC},
     year = {2011},
     city = {Glasgow, Scotland},
     country = {UK},
     url = {http://www.cl.uni-heidelberg.de/~riezler/publications/papers/SMUC2011.pdf}
   }