Stefan Riezler
Affiliations:- Universität Heidelberg, Germany
According to our database1,
Stefan Riezler
authored at least 115 papers
between 1996 and 2024.
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Bibliography
2024
VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Validity problems in clinical machine learning by indirect data labeling using consensus definitions.
CoRR, 2023
Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap.
CoRR, 2023
Improving End-to-End Speech Translation by Imitation-Based Knowledge Distillation with Synthetic Transcripts.
Proceedings of the 20th International Conference on Spoken Language Translation, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Make More of Your Data: Minimal Effort Data Augmentation for Automatic Speech Recognition and Translation.
Proceedings of the IEEE International Conference on Acoustics, 2023
Enhancing Supervised Learning with Contrastive Markings in Neural Machine Translation Training.
Proceedings of the 24th Annual Conference of the European Association for Machine Translation, 2023
Proceedings of the 19th IEEE International Conference on e-Science, 2023
2022
Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis.
Proceedings of the Machine Learning for Healthcare Conference, 2022
Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
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 (Volume 2: Short Papers), 2022
2021
Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, ISBN: 978-3-031-02183-1, 2021
False perfection in machine prediction: Detecting and assessing circularity problems in machine learning.
CoRR, 2021
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
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, 2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Offline Reinforcement Learning from Human Feedback in Real-World Sequence-to-Sequence Tasks.
Proceedings of the 5th Workshop on Structured Prediction for NLP, 2021
2020
Learning from Human Feedback: Challenges for Real-World Reinforcement Learning in NLP.
CoRR, 2020
Sparse Perturbations for Improved Convergence in Stochastic Zeroth-Order Optimization.
Proceedings of the Machine Learning, Optimization, and Data Science, 2020
LibriVoxDeEn: A Corpus for German-to-English Speech Translation and German Speech Recognition.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Proceedings of the 22nd Annual Conference of the European Association for Machine Translation, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
2019
Learning Neural Sequence-to-Sequence Models from Weak Feedback with Bipolar Ramp Loss.
Trans. Assoc. Comput. Linguistics, 2019
LibriVoxDeEn: A Corpus for German-to-English Speech Translation and Speech Recognition.
CoRR, 2019
Leveraging implicit expert knowledge for non-circular machine learning in sepsis prediction.
Artif. Intell. Medicine, 2019
Interactive-Predictive Neural Machine Translation through Reinforcement and Imitation.
Proceedings of Machine Translation Summit XVII Volume 1: Research Track, 2019
Multi-Task Modeling of Phonographic Languages: Translating Middle Egyptian Hieroglyphs.
Proceedings of the 16th International Conference on Spoken Language Translation, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
Mach. Transl., 2018
CoRR, 2018
Sparse Stochastic Zeroth-Order Optimization with an Application to Bandit Structured Prediction.
CoRR, 2018
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Proceedings of the German Medical Data Sciences: A Learning Healthcare System, 2018
A Reinforcement Learning Approach to Interactive-Predictive Neural Machine Translation.
Proceedings of the 21st Annual Conference of the European Association for Machine Translation, 2018
Proceedings of the 13th Conference of the Association for Machine Translation in the Americas, 2018
Document-Level Information as Side Constraints for Improved Neural Patent Translation.
Proceedings of the 13th Conference of the Association for Machine Translation in the Americas, 2018
Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
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, 2018
2017
CoRR, 2017
Proceedings of the Second Conference on Machine Translation, 2017
Counterfactual Learning from Bandit Feedback under Deterministic Logging : A Case Study in Statistical Machine Translation.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
2016
Prague Bull. Math. Linguistics, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
A Corpus and Semantic Parser for Multilingual Natural Language Querying of OpenStreetMap.
Proceedings of the NAACL HLT 2016, 2016
Proceedings of the Advances in Information Retrieval, 2016
A Post-editing Interface for Immediate Adaptation in Statistical Machine Translation.
Proceedings of the COLING 2016, 2016
Proceedings of the COLING 2016, 2016
Proceedings of the COLING 2016, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
2015
QUality Estimation from ScraTCH (QUETCH): Deep Learning for Word-level Translation Quality Estimation.
Proceedings of the Tenth Workshop on Statistical Machine Translation, 2015
Combining Orthogonal Information in Large-Scale Cross-Language Information Retrieval.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015
Bandit structured prediction for learning from partial feedback in statistical machine translation.
Proceedings of Machine Translation Summit XV: Papers, 2015
Proceedings of the 12th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2015, 2015
Proceedings of the 4th Workshop on Machine Learning for Interactive Systems, 2015
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, 2015
A Coactive Learning View of Online Structured Prediction in Statistical Machine Translation.
Proceedings of the 19th Conference on Computational Natural Language Learning, 2015
2014
Mach. Transl., 2014
Comput. Linguistics, 2014
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
Proceedings of the 11th International Workshop on Spoken Language Translation: Papers, 2014
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, 2014
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
2013
Prague Bull. Math. Linguistics, 2013
Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013
Proceedings of the 10th NTCIR Conference on Evaluation of Information Access Technologies, 2013
Proceedings of Machine Translation Summit XIV: Papers, 2013
Proceedings of the 10th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2013, 2013
Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
2012
Proceedings of the Seventh Workshop on Statistical Machine Translation, 2012
Proceedings of the Multidisciplinary Information Retrieval, 2012
Proceedings of the EACL 2012, 2012
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, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012
2011
Proceedings of the 3rd International CIKM Workshop on Search and Mining User-Generated Contents, 2011
2010
Comput. Linguistics, 2010
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010
2008
Wide-Coverage Deep Statistical Parsing Using Automatic Dependency Structure Annotation.
Comput. Linguistics, 2008
Proceedings of the COLING 2008, 2008
2007
Proceedings of the ACL 2007, 2007
2006
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006
2005
Proceedings of the Workshop on Intrinsic and Extrinsic Evaluation Measures for Machine Translation and/or Summarization@ACL 2005, 2005
2004
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2004
Incremental Feature Selection and l1 Regularization for Relaxed Maximum-Entropy Modeling.
Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing , 2004
2003
Statistical Sentence Condensation using Ambiguity Packing and Stochastic Disambiguation Methods for Lexical-Functional Grammar.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2003
Proceedings of 4th International Workshop on Linguistically Interpreted Corpora, 2003
2002
Parsing the Wall Street Journal using a Lexical-Functional Grammar and Discriminative Estimation Techniques.
Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, 2002
2000
Probabilistic Constraint Logic Programming. Formal Foundations of Quantitative and Statistical Inference in Constraint-Based Natural Language Processing
CoRR, 2000
Proceedings of the COLING 2000, 18th International Conference on Computational Linguistics, Proceedings of the Conference, 2 Volumes, July 31, 2000
Proceedings of the 6th Applied Natural Language Processing Conference, 2000
Lexicalized Stochastic Modeling of Constraint-Based Grammars using Log-Linear Measures and EM Training.
Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics, 2000
1999
Probabilistic constraint logic programming: formal foundations of quantitative and statistical inference in constrained based natural language processing.
PhD thesis, 1999
CoRR, 1999
Proceedings of the Learning Language in Logic, 1999
Proceedings of the 27th Annual Meeting of the Association for Computational Linguistics, 1999
Proceedings of the 27th Annual Meeting of the Association for Computational Linguistics, 1999
Proceedings of the 27th Annual Meeting of the Association for Computational Linguistics, 1999
1997
1996
Proceedings of the Logical Aspects of Computational Linguistics, 1996