Stefan Riezler

35 publications

10 venues

H Index 21

Name Venue Year citations
VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View. AAAI 2024 0
Towards Inferential Reproducibility of Machine Learning Research. ICLR 2023 4
Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas. ACL 2022 36
Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation. ACL 2022 36
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 2
Self-Regulated Interactive Sequence-to-Sequence Learning. ACL 2019 8
Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning. ACL 2018 94
Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback. ACL 2018 58
Counterfactual Learning from Bandit Feedback under Deterministic Logging : A Case Study in Statistical Machine Translation. EMNLP 2017 33
Bandit Structured Prediction for Neural Sequence-to-Sequence Learning. ACL 2017 53
Stochastic Structured Prediction under Bandit Feedback. NIPS/NeurIPS 2016 30
A Full-Text Learning to Rank Dataset for Medical Information Retrieval. ECIR 2016 212
Multimodal Pivots for Image Caption Translation. ACL 2016 101
Learning to translate from graded and negative relevance information. COLING 2016 1
Learning Structured Predictors from Bandit Feedback for Interactive NLP. ACL 2016 34
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 29
Response-based Learning for Grounded Machine Translation. ACL 2014 10
Learning to translate queries for CLIR. SIGIR 2014 18
Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings. EMNLP 2013 15
Task Alternation in Parallel Sentence Retrieval for Twitter Translation. ACL 2013 2
Structural and Topical Dimensions in Multi-Task Patent Translation. EACL 2012 21
Joint Feature Selection in Distributed Stochastic Learning for Large-Scale Discriminative Training in SMT. ACL 2012 65
Generalized syntactic and semantic models of query reformulation. SIGIR 2010 48
Translating Queries into Snippets for Improved Query Expansion. COLING 2008 63
Statistical Machine Translation for Query Expansion in Answer Retrieval. ACL 2007 245
Incremental Feature Selection and l1 Regularization for Relaxed Maximum-Entropy Modeling. EMNLP 2004 46
Parsing the Wall Street Journal using a Lexical-Functional Grammar and Discriminative Estimation Techniques. ACL 2002 339
Lexicalized Stochastic Modeling of Constraint-Based Grammars using Log-Linear Measures and EM Training. ACL 2000 90
Using a Probabilistic Class-Based Lexicon for Lexical Ambiguity Resolution. COLING 2000 59
Inducing a Semantically Annotated Lexicon via EM-Based Clustering. ACL 1999 186
Inside-Outside Estimation of a Lexicalized PCFG for German. ACL 1999 27
Estimators for Stochastic "Unification-Based" Grammars. ACL 1999 0
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