Stefan Riezler

34 publications

9 venues

H Index 20


Universit t Heidelberg, Germany


Name Venue Year citations
Towards Inferential Reproducibility of Machine Learning Research. ICLR 2023 0
Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation. ACL 2022 6
Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas. ACL 2022 4
Don't Search for a Search Method - Simple Heuristics Suffice for Adversarial Text Attacks. EMNLP 2021 0
Embedding Meta-Textual Information for Improved Learning to Rank. COLING 2020 1
Self-Regulated Interactive Sequence-to-Sequence Learning. ACL 2019 4
Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback. ACL 2018 39
Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning. ACL 2018 32
Bandit Structured Prediction for Neural Sequence-to-Sequence Learning. ACL 2017 37
Counterfactual Learning from Bandit Feedback under Deterministic Logging : A Case Study in Statistical Machine Translation. EMNLP 2017 29
A Full-Text Learning to Rank Dataset for Medical Information Retrieval. ECIR 2016 35
Learning Structured Predictors from Bandit Feedback for Interactive NLP. ACL 2016 29
Multimodal Pivots for Image Caption Translation. ACL 2016 89
Stochastic Structured Prediction under Bandit Feedback. NIPS/NeurIPS 2016 26
Learning to translate from graded and negative relevance information. COLING 2016 1
A Coactive Learning View of Online Structured Prediction in Statistical Machine Translation. CoNLL 2015 4
Combining Orthogonal Information in Large-Scale Cross-Language Information Retrieval. SIGIR 2015 5
Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval. ACL 2014 26
Response-based Learning for Grounded Machine Translation. ACL 2014 10
Learning to translate queries for CLIR. SIGIR 2014 18
Task Alternation in Parallel Sentence Retrieval for Twitter Translation. ACL 2013 2
Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings. EMNLP 2013 14
Joint Feature Selection in Distributed Stochastic Learning for Large-Scale Discriminative Training in SMT. ACL 2012 67
Structural and Topical Dimensions in Multi-Task Patent Translation. EACL 2012 20
Generalized syntactic and semantic models of query reformulation. SIGIR 2010 49
Translating Queries into Snippets for Improved Query Expansion. COLING 2008 58
Statistical Machine Translation for Query Expansion in Answer Retrieval. ACL 2007 241
Incremental Feature Selection and l1 Regularization for Relaxed Maximum-Entropy Modeling. EMNLP 2004 50
Parsing the Wall Street Journal using a Lexical-Functional Grammar and Discriminative Estimation Techniques. ACL 2002 346
Lexicalized Stochastic Modeling of Constraint-Based Grammars using Log-Linear Measures and EM Training. ACL 2000 91
Using a Probabilistic Class-Based Lexicon for Lexical Ambiguity Resolution. COLING 2000 59
Inside-Outside Estimation of a Lexicalized PCFG for German. ACL 1999 29
Inducing a Semantically Annotated Lexicon via EM-Based Clustering. ACL 1999 196
Estimators for Stochastic "Unification-Based" Grammars. ACL 1999 232
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