| 2024 | AAAI | 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 |
| 2024 | EACL | Backward Compatibility During Data Updates by Weight Interpolation. | Raphael Schumann, Elman Mansimov, Yi-An Lai, Nikolaos Pappas, Xibin Gao, Yi Zhang |
| 2022 | ACL | Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas. | Raphael Schumann, Stefan Riezler |
| 2021 | ACL | Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem. | Raphael Schumann, Stefan Riezler |
| 2020 | ACL | Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction. | Raphael Schumann, Lili Mou, Yao Lu, Olga Vechtomova, Katja Markert |
| 2019 | CoNLL | Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification. | Raphael Schumann, Ines Rehbein |
| 2018 | ICASSP | Incorporating ASR Errors with Attention-Based, Jointly Trained RNN for Intent Detection and Slot Filling. | Raphael Schumann, Pongtep Angkititrakul |
| 2018 | NAACL | Scalable Wide and Deep Learning for Computer Assisted Coding. | Marilisa Amoia, Frank Diehl, Jess Gimnez, Joel Pinto, Raphael Schumann, Fabian Stemmer, Paul Vozila, Yi Zhang |