← Authors

Stefan Riezler

57 papers · 2000–2025 · 12 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (25) 🐝 Cross-Pollinator (11) 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (65) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (8) 🌍 Conference Polyglot (12) 🌟 Keyword Trendsetter Combo (3) 🀝 Dynamic Duo (11) πŸ”¬ Deep Specialist (12) πŸ† Keyword Champion (3) πŸ—ƒοΈ Keyword Collector (121) πŸš€ Conference Pioneer ❓ The Questioner ⚑ Prolific Year (8) πŸ”₯ Unstoppable (14) πŸ’Ž Century Club (57)

Conferences

ACL (19) NAACL (9) EMNLP (8) COLING (6) IJCNLP (4) EACL (3) CONLL (2) MLHC (2) AAAI (1) ICLR (1) INTERSPEECH (1) NIPS (1)

Top co-authors

Julia Kreutzer (11) Artem Sokolov (8) Shigehiko Schamoni (6) Carolin Lawrence (5) Raphael Schumann (4) Felix Hieber (4) Alexander Vasserman (3) Richard Crouch (3) John T. Maxwell III (3) Tracy H. King (3)

Keywords

neural machine translation (8) bandit feedback (4) beam search (4) sequence-to-sequence learning (4) human feedback (3) machine translation (3) bandit learning (3) natural language processing (3) semantic parsing (3) structured prediction (2) statistical machine translation (2) offline reinforcement learning (2) control variate (2) preference optimization (2) reinforcement learning (2) automatic speech recognition (2) natural language generation (2) text generation (2) knowledge distillation (2) data augmentation (2)

Papers

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
VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View AAAI 2024
Post-edits Are Preferences Too EMNLP 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
JoeyS2T: Minimalistic Speech-to-Text Modeling with JoeyNMT EMNLP 2022
Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis MLHC 2022
Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation ACL 2022
Error-Aware Interactive Semantic Parsing of OpenStreetMap ACL 2021
On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR INTERSPEECH 2021
Don’t Search for a Search Method β€” Simple Heuristics Suffice for Adversarial Text Attacks EMNLP 2021
Offline Reinforcement Learning from Human Feedback in Real-World Sequence-to-Sequence Tasks IJCNLP 2021
Offline Reinforcement Learning from Human Feedback in Real-World Sequence-to-Sequence Tasks ACL 2021
Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem ACL 2021
Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem IJCNLP 2021
Error-Aware Interactive Semantic Parsing of OpenStreetMap IJCNLP 2021
Embedding Meta-Textual Information for Improved Learning to Rank COLING 2020
Self-Regulated Interactive Sequence-to-Sequence Learning ACL 2019
Joey NMT: A Minimalist NMT Toolkit for Novices IJCNLP 2019
Joey NMT: A Minimalist NMT Toolkit for Novices EMNLP 2019
Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning ACL 2018
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
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
Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning CONLL 2016
Learning Structured Predictors from Bandit Feedback for Interactive NLP ACL 2016
Multimodal Pivots for Image Caption Translation ACL 2016
Learning to translate from graded and negative relevance information COLING 2016
NLmaps: A Natural Language Interface to Query OpenStreetMap COLING 2016
A Post-editing Interface for Immediate Adaptation in Statistical Machine Translation COLING 2016
Stochastic Structured Prediction under Bandit Feedback NIPS 2016
A Corpus and Semantic Parser for Multilingual Natural Language Querying of OpenStreetMap NAACL 2016
Bag-of-Words Forced Decoding for Cross-Lingual Information Retrieval NAACL 2015
A Coactive Learning View of Online Structured Prediction in Statistical Machine Translation CONLL 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
Response-based Learning for Grounded Machine Translation ACL 2014
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, volume 2: Short Papers EACL 2014
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics EACL 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
Structural and Topical Dimensions in Multi-Task Patent Translation EACL 2012
Joint Feature Selection in Distributed Stochastic Learning for Large-Scale Discriminative Training in SMT ACL 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
Speed and Accuracy in Shallow and Deep Stochastic Parsing NAACL 2004
Incremental Feature Selection and l1 Regularization for Relaxed Maximum-Entropy Modeling EMNLP 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