Raphael Schumann
Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap
Michael Staniek*, Raphael Schumann*, Maike Z├╝fle, 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