 | Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap Michael Staniek*, Raphael Schumann*, Maike Züfle, Stefan Riezler TACL 2023 |
 | VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View Raphael Schumann, Wanrong Zhu, Weixi Feng, Tsu-Jui Fu, Stefan Riezler, William Yang Wang Workshop "Foundation Models for Decision Making", NeurIPS 2023 |
 | Backward Compatibility During Data Updates by Weight Interpolation Raphael Schumann, Elman Mansimov, Yi-An Lai, Nikolaos Pappas, Xibin Gao and Yi Zhang arXiv 2023 |
 | Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas Raphael Schumann and Stefan Riezler ACL 2022 |
 | Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem Raphael Schumann and Stefan Riezler ACL 2021 |
 | Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction Raphael Schumann, Lili Mou, Yao Lu, Olga Vechtomova and Katja Markert ACL 2020 |
 | Active Learning via Membership Query Synthesis for Semi-supervised Sentence Classification Raphael Schumann and Ines Rehbein CoNLL 2019 |
 | Incorporating ASR Errors with Attention-based, Jointly RNN for Intent Detection and Slot Filling Raphael Schumann and Pongtep Angkititrakul ICASSP 2018 |
 | Scalable Wide and Deep Learning for Computer Assisted Coding Marilisa Amoia, Frank Diehl, Jesus Gimenez, Joel Pinto, Raphael Schumann, Fabian Stemmer, Paul Vozila and Yi Zhang NAACL 2018 |