Stefan Riezler

Learning to Translate Ambiguous Terminology by Preference Optimization on Post-Edits EMNLP 2025 Early Prediction of Causes (not Effects) in Healthcare by Long-Term Clinical Time Series Forecasting MLHC 2024 Post-edits Are Preferences Too EMNLP 2024 VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View AAAI 2024 Improving End-to-End Speech Translation by Imitation-Based Knowledge Distillation with Synthetic Transcripts ACL 2023 Towards Inferential Reproducibility of Machine Learning Research ICLR 2023 Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas ACL 2022 Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis MLHC 2022 JoeyS2T: Minimalistic Speech-to-Text Modeling with JoeyNMT EMNLP 2022 Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation ACL 2022 Don’t Search for a Search Method — Simple Heuristics Suffice for Adversarial Text Attacks EMNLP 2021 Error-Aware Interactive Semantic Parsing of OpenStreetMap ACL 2021 Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem ACL 2021 Offline Reinforcement Learning from Human Feedback in Real-World Sequence-to-Sequence Tasks ACL 2021 On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR Interspeech 2021 Embedding Meta-Textual Information for Improved Learning to Rank COLING 2020 Joey NMT: A Minimalist NMT Toolkit for Novices EMNLP 2019 Self-Regulated Interactive Sequence-to-Sequence Learning ACL 2019 Can Neural Machine Translation be Improved with User Feedback? NAACL 2018 Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback ACL 2018 Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning ACL 2018 Bandit Structured Prediction for Neural Sequence-to-Sequence Learning ACL 2017 Counterfactual Learning from Bandit Feedback under Deterministic Logging : A Case Study in Statistical Machine Translation EMNLP 2017 A Corpus and Semantic Parser for Multilingual Natural Language Querying of OpenStreetMap NAACL 2016 A Post-editing Interface for Immediate Adaptation in Statistical Machine Translation COLING 2016 Learning Structured Predictors from Bandit Feedback for Interactive NLP ACL 2016 Learning to translate from graded and negative relevance information COLING 2016 Multimodal Pivots for Image Caption Translation ACL 2016 NLmaps: A Natural Language Interface to Query OpenStreetMap COLING 2016 Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning CoNLL 2016 Stochastic Structured Prediction under Bandit Feedback NeurIPS 2016 A Coactive Learning View of Online Structured Prediction in Statistical Machine Translation CoNLL 2015 Bag-of-Words Forced Decoding for Cross-Lingual Information Retrieval NAACL 2015 Response-based Learning for Machine Translation of Open-domain Database Queries NAACL 2015 Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval ACL 2014 Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics EACL 2014 Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, volume 2: Short Papers EACL 2014 Response-based Learning for Grounded Machine Translation ACL 2014 Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings EMNLP 2013 Task Alternation in Parallel Sentence Retrieval for Twitter Translation ACL 2013 Joint Feature Selection in Distributed Stochastic Learning for Large-Scale Discriminative Training in SMT ACL 2012 Structural and Topical Dimensions in Multi-Task Patent Translation EACL 2012 Learning Dense Models of Query Similarity from User Click Logs NAACL 2010 Translating Queries into Snippets for Improved Query Expansion COLING 2008 Statistical Machine Translation for Query Expansion in Answer Retrieval ACL 2007 Grammatical Machine Translation NAACL 2006 Incremental Feature Selection and l1 Regularization for Relaxed Maximum-Entropy Modeling EMNLP 2004 Speed and Accuracy in Shallow and Deep Stochastic Parsing NAACL 2004 Statistical Sentence Condensation using Ambiguity Packing and Stochastic Disambiguation Methods for Lexical-Functional Grammar NAACL 2003 Parsing the Wall Street Journal using a Lexical-Functional Grammar and Discriminative Estimation Techniques ACL 2002 Exploiting auxiliary distributions in stochastic unification-based grammars NAACL 2000 Lexicalized Stochastic Modeling of Constraint-Based Grammars using Log-Linear Measures and EM Training ACL 2000 Using a Probabilistic Class-Based Lexicon for Lexical Ambiguity Resolution COLING 2000