Stefan Riezler

About Stefan Riezler

Stefan Riezler, With an exceptional h-index of 33 and a recent h-index of 20 (since 2020), a distinguished researcher at Ruprecht-Karls-Universität Heidelberg, specializes in the field of Natural Language Processing, Machine Learning, Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Velma: Verbalization embodiment of llm agents for vision and language navigation in street view

Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap

Enhancing Supervised Learning with Contrastive Markings in Neural Machine Translation Training

Improving End-to-End Speech Translation by Imitation-Based Knowledge Distillation with Synthetic Transcripts

Validity problems in clinical machine learning by indirect data labeling using consensus definitions

Make more of your data: Minimal effort data augmentation for automatic speech recognition and translation

Early Prediction of Sepsis Using Time Series Forecasting

Towards Inferential Reproducibility of Machine Learning Research

Stefan Riezler Information

University

Position

Professor of Linguistic Informatics

Citations(all)

4497

Citations(since 2020)

1434

Cited By

3583

hIndex(all)

33

hIndex(since 2020)

20

i10Index(all)

75

i10Index(since 2020)

45

Email

University Profile Page

Ruprecht-Karls-Universität Heidelberg

Google Scholar

View Google Scholar Profile

Stefan Riezler Skills & Research Interests

Natural Language Processing

Machine Learning

Artificial Intelligence

Top articles of Stefan Riezler

Title

Journal

Author(s)

Publication Date

Velma: Verbalization embodiment of llm agents for vision and language navigation in street view

AAAI 2024

Raphael Schumann

Wanrong Zhu

Weixi Feng

Tsu-Jui Fu

Stefan Riezler

...

2023/7/12

Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap

TACL 2024

Michael Staniek*

Raphael Schumann*

Maike Züfle

Stefan Riezler

2023/8/30

Enhancing Supervised Learning with Contrastive Markings in Neural Machine Translation Training

arXiv preprint arXiv:2307.08416

Nathaniel Berger

Miriam Exel

Matthias Huck

Stefan Riezler

2023/7/17

Improving End-to-End Speech Translation by Imitation-Based Knowledge Distillation with Synthetic Transcripts

arXiv preprint arXiv:2307.08426

Rebekka Hubert

Artem Sokolov

Stefan Riezler

2023/7/17

Validity problems in clinical machine learning by indirect data labeling using consensus definitions

arXiv preprint arXiv:2311.03037

Michael Hagmann

Shigehiko Schamoni

Stefan Riezler

2023/11/6

Make more of your data: Minimal effort data augmentation for automatic speech recognition and translation

Tsz Kin Lam

Shigehiko Schamoni

Stefan Riezler

2023/6/4

Early Prediction of Sepsis Using Time Series Forecasting

Jinghua Xu

Natalia Minakova

Pablo Ortega Sanchez

Stefan Riezler

2023/10/9

Towards Inferential Reproducibility of Machine Learning Research

arXiv preprint arXiv:2302.04054

Michael Hagmann

Philipp Meier

Stefan Riezler

2023/2/8

Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis

Shigehiko Schamoni

Michael Hagmann

Stefan Riezler

2022/12/31

Ground truth labels challenge the validity of sepsis consensus definitions in critical illness

Journal of Translational Medicine

Holger A Lindner

Shigehiko Schamoni

Thomas Kirschning

Corinna Worm

Bianka Hahn

...

2022/1/15

JoeyS2T: Minimalistic Speech-to-Text Modeling with JoeyNMT

arXiv preprint arXiv:2210.02545

Mayumi Ohta

Julia Kreutzer

Stefan Riezler

2022/10/5

Significance

Stefan Riezler

Michael Hagmann

2022

Validity, reliability, and significance: Empirical methods for NLP and data science

Stefan Riezler

Michael Hagmann

2022/6/1

Validity

Religion Past and Present online

Günter Figal

Ralf Dreier

Dirk-Martin Grube

2011

Analyzing generalization of vision and language navigation to unseen outdoor areas

ACL 2022

Raphael Schumann

Stefan Riezler

2022/3/25

Sample, translate, recombine: Leveraging audio alignments for data augmentation in end-to-end speech translation

arXiv preprint arXiv:2203.08757

Tsz Kin Lam

Shigehiko Schamoni

Stefan Riezler

2022/3/16

Error-Aware Interactive Semantic Parsing of OpenStreetMap

Proceedings of the 2nd International Combined Workshop on Spatial Language Understanding and Grounded Communication for Robotics (SpLU-RoboNLP)

Michael Staniek

Stefan Riezler

2021/6/22

Cascaded Models with Cyclic Feedback for Direct Speech Translation

Tsz Kin Lam

Shigehiko Schamoni

Stefan Riezler

2021/6/6

On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR

Proceedings of the 22th Annual Conference of the International Speech Communication Association (INTERSPEECH)

Tsz Kin Lam

Mayumi Ohta

Shigehiko Schamoni

Stefan Riezler

2021/4/3

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

Nathaniel Berger

Stefan Riezler

Artem Sokolov

Sebastian Ebert

2021/9/16

See List of Professors in Stefan Riezler University(Ruprecht-Karls-Universität Heidelberg)

Co-Authors

H-index: 67
Mark Johnson

Mark Johnson

Macquarie University

H-index: 39
Sebastian Pado

Sebastian Pado

Universität Stuttgart

H-index: 33
Sabine Schulte im Walde

Sabine Schulte im Walde

Universität Stuttgart

H-index: 28
Mats Rooth

Mats Rooth

Cornell University

H-index: 20
Artem Sokolov

Artem Sokolov

Ruprecht-Karls-Universität Heidelberg

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