| 2025 | EMNLP | Learning to Translate Ambiguous Terminology by Preference Optimization on Post-Edits. | Nathaniel Berger, Johannes Eschbach-Dymanus, Miriam Exel, Matthias Huck, Stefan Riezler |
| 2024 | AAAI | VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View. | Raphael Schumann, Wanrong Zhu, Weixi Feng, Tsu-Jui Fu, Stefan Riezler, William Yang Wang |
| 2024 | EAMT | Prompting Large Language Models with Human Error Markings for Self-Correcting Machine Translation. | Nathaniel Berger, Stefan Riezler, Miriam Exel, Matthias Huck |
| 2023 | EAMT | Enhancing Supervised Learning with Contrastive Markings in Neural Machine Translation Training. | Nathaniel Berger, Miriam Exel, Matthias Huck, Stefan Riezler |
| 2023 | ICASSP | Make More of Your Data: Minimal Effort Data Augmentation for Automatic Speech Recognition and Translation. | Tsz Kin Lam, Shigehiko Schamoni, Stefan Riezler |
| 2023 | ICLR | Towards Inferential Reproducibility of Machine Learning Research. | Michael Hagmann, Philipp Meier, Stefan Riezler |
| 2022 | ACL | Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation. | Tsz Kin Lam, Shigehiko Schamoni, Stefan Riezler |
| 2022 | ACL | Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas. | Raphael Schumann, Stefan Riezler |
| 2022 | EMNLP | JoeyS2T: Minimalistic Speech-to-Text Modeling with JoeyNMT. | Mayumi Ohta, Julia Kreutzer, Stefan Riezler |
| 2021 | ACL | Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem. | Raphael Schumann, Stefan Riezler |
| 2021 | EMNLP | Don't Search for a Search Method - Simple Heuristics Suffice for Adversarial Text Attacks. | Nathaniel Berger, Stefan Riezler, Sebastian Ebert, Artem Sokolov |
| 2021 | ICASSP | Cascaded Models with Cyclic Feedback for Direct Speech Translation. | Tsz Kin Lam, Shigehiko Schamoni, Stefan Riezler |
| 2021 | Interspeech | On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR. | Tsz Kin Lam, Mayumi Ohta, Shigehiko Schamoni, Stefan Riezler |
| 2020 | COLING | Embedding Meta-Textual Information for Improved Learning to Rank. | Toshitaka Kuwa, Shigehiko Schamoni, Stefan Riezler |
| 2020 | EAMT | Correct Me If You Can: Learning from Error Corrections and Markings. | Julia Kreutzer, Nathaniel Berger, Stefan Riezler |
| 2020 | LREC | LibriVoxDeEn: A Corpus for German-to-English Speech Translation and German Speech Recognition. | Benjamin Beilharz, Xin Sun, Sariya Karimova, Stefan Riezler |
| 2019 | ACL | Self-Regulated Interactive Sequence-to-Sequence Learning. | Julia Kreutzer, Stefan Riezler |
| 2019 | EMNLP | Joey NMT: A Minimalist NMT Toolkit for Novices. | Julia Kreutzer, Jasmijn Bastings, Stefan Riezler |
| 2018 | ACL | Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning. | Julia Kreutzer, Joshua Uyheng, Stefan Riezler |
| 2018 | ACL | Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback. | Carolin Lawrence, Stefan Riezler |
| 2018 | AMTA | Document-Level Information as Side Constraints for Improved Neural Patent Translation. | Laura Jehl, Stefan Riezler |
| 2018 | AMTA | A Dataset and Reranking Method for Multimodal MT of User-Generated Image Captions. | Shigehiko Schamoni, Julian Hitschler, Stefan Riezler |
| 2018 | EAMT | A Reinforcement Learning Approach to Interactive-Predictive Neural Machine Translation. | Tsz Kin Lam, Julia Kreutzer, Stefan Riezler |
| 2018 | NAACL | Can Neural Machine Translation be Improved with User Feedback? | Julia Kreutzer, Shahram Khadivi, Evgeny Matusov, Stefan Riezler |
| 2017 | ACL | Bandit Structured Prediction for Neural Sequence-to-Sequence Learning. | Julia Kreutzer, Artem Sokolov, Stefan Riezler |
| 2017 | EMNLP | Counterfactual Learning from Bandit Feedback under Deterministic Logging : A Case Study in Statistical Machine Translation. | Carolin Lawrence, Artem Sokolov, Stefan Riezler |
| 2016 | ACL | Multimodal Pivots for Image Caption Translation. | Julian Hitschler, Shigehiko Schamoni, Stefan Riezler |
| 2016 | ACL | Learning Structured Predictors from Bandit Feedback for Interactive NLP. | Artem Sokolov, Julia Kreutzer, Christopher Lo, Stefan Riezler |
| 2016 | COLING | Learning to translate from graded and negative relevance information. | Laura Jehl, Stefan Riezler |
| 2016 | COLING | NLmaps: A Natural Language Interface to Query OpenStreetMap. | Carolin Lawrence, Stefan Riezler |
| 2016 | COLING | A Post-editing Interface for Immediate Adaptation in Statistical Machine Translation. | Patrick Simianer, Sariya Karimova, Stefan Riezler |
| 2016 | ECIR | A Full-Text Learning to Rank Dataset for Medical Information Retrieval. | Vera Boteva, Demian Gholipour Ghalandari, Artem Sokolov, Stefan Riezler |
| 2016 | NAACL | A Corpus and Semantic Parser for Multilingual Natural Language Querying of OpenStreetMap. | Carolin Haas, Stefan Riezler |
| 2015 | CoNLL | A Coactive Learning View of Online Structured Prediction in Statistical Machine Translation. | Artem Sokolov, Stefan Riezler, Shay B. Cohen |
| 2015 | EAMT | Integrating a Large, Monolingual Corpus as Translation Memory into Statistical Machine Translation. | Katharina Wschle, Stefan Riezler |
| 2015 | ICML | Coactive Learning for Interactive Machine Translation. | Artem Sokolov, Stefan Riezler, Shay B. Cohen |
| 2015 | NAACL | Response-based Learning for Machine Translation of Open-domain Database Queries. | Carolin Haas, Stefan Riezler |
| 2015 | NAACL | Bag-of-Words Forced Decoding for Cross-Lingual Information Retrieval. | Felix Hieber, Stefan Riezler |
| 2015 | SIGIR | Combining Orthogonal Information in Large-Scale Cross-Language Information Retrieval. | Shigehiko Schamoni, Stefan Riezler |
| 2014 | ACL | Response-based Learning for Grounded Machine Translation. | Stefan Riezler, Patrick Simianer, Carolin Haas |
| 2014 | ACL | Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval. | Shigehiko Schamoni, Felix Hieber, Artem Sokolov, Stefan Riezler |
| 2014 | SIGIR | Learning to translate queries for CLIR. | Artem Sokolov, Felix Hieber, Stefan Riezler |
| 2013 | ACL | Task Alternation in Parallel Sentence Retrieval for Twitter Translation. | Felix Hieber, Laura Jehl, Stefan Riezler |
| 2013 | EMNLP | Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings. | Artem Sokolov, Laura Jehl, Felix Hieber, Stefan Riezler |
| 2012 | ACL | Joint Feature Selection in Distributed Stochastic Learning for Large-Scale Discriminative Training in SMT. | Patrick Simianer, Stefan Riezler, Chris Dyer |
| 2012 | EACL | Structural and Topical Dimensions in Multi-Task Patent Translation. | Katharina Wschle, Stefan Riezler |
| 2011 | CIKM | Improved answer ranking in social question-answering portals. | Felix Hieber, Stefan Riezler |
| 2010 | NAACL | Learning Dense Models of Query Similarity from User Click Logs. | Fabio De Bona, Stefan Riezler, Keith B. Hall, Massimiliano Ciaramita, Amac Herdagdelen, Maria Holmqvist |
| 2010 | SIGIR | Generalized syntactic and semantic models of query reformulation. | Amac Herdagdelen, Massimiliano Ciaramita, Daniel Mahler, Maria Holmqvist, Keith B. Hall, Stefan Riezler, Enrique Alfonseca |
| 2008 | COLING | Translating Queries into Snippets for Improved Query Expansion. | Stefan Riezler, Yi Liu, Alexander Vasserman |
| 2007 | ACL | Statistical Machine Translation for Query Expansion in Answer Retrieval. | Stefan Riezler, Alexander Vasserman, Ioannis Tsochantaridis, Vibhu O. Mittal, Yi Liu |
| 2006 | NAACL | Grammatical Machine Translation. | Stefan Riezler, John T. Maxwell III |
| 2005 | ACL | On Some Pitfalls in Automatic Evaluation and Significance Testing for MT. | Stefan Riezler, John T. Maxwell III |
| 2004 | EMNLP | Incremental Feature Selection and l1 Regularization for Relaxed Maximum-Entropy Modeling. | Stefan Riezler, Alexander Vasserman |
| 2004 | NAACL | Speed and Accuracy in Shallow and Deep Stochastic Parsing. | Ronald M. Kaplan, Stefan Riezler, Tracy Holloway King, John T. Maxwell III, Alexander Vasserman, Richard S. Crouch |
| 2003 | NAACL | Statistical Sentence Condensation using Ambiguity Packing and Stochastic Disambiguation Methods for Lexical-Functional Grammar. | Stefan Riezler, Tracy Holloway King, Richard S. Crouch, Annie Zaenen |
| 2002 | ACL | Parsing the Wall Street Journal using a Lexical-Functional Grammar and Discriminative Estimation Techniques. | Stefan Riezler, Tracy Holloway King, Ronald M. Kaplan, Richard S. Crouch, John T. Maxwell III, Mark Johnson |
| 2000 | ACL | Lexicalized Stochastic Modeling of Constraint-Based Grammars using Log-Linear Measures and EM Training. | Stefan Riezler, Detlef Prescher, Jonas Kuhn, Mark Johnson |
| 2000 | COLING | Using a Probabilistic Class-Based Lexicon for Lexical Ambiguity Resolution. | Detlef Prescher, Stefan Riezler, Mats Rooth |
| 1999 | ACL | Inside-Outside Estimation of a Lexicalized PCFG for German. | Franz Beil, Glenn Carroll, Detlef Prescher, Stefan Riezler, Mats Rooth |
| 1999 | ACL | Estimators for Stochastic "Unification-Based" Grammars. | Mark Johnson, Stuart Geman, Stephen Canon, Zhiyi Chi, Stefan Riezler |
| 1999 | ACL | Inducing a Semantically Annotated Lexicon via EM-Based Clustering. | Mats Rooth, Stefan Riezler, Detlef Prescher |