Raphael Schumann

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Discrete Optimization

Multidocument Summarization

Sentence Extraction

Top Venues

Publications

Michael Staniek, Raphael Schumann, Maike Züfle, Stefan Riezler
Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap. Trans. Assoc. Comput. Linguistics 12 (2024)
Raphael Schumann, Wanrong Zhu, Weixi Feng, Tsu-Jui Fu, Stefan Riezler, William Yang Wang
VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View. AAAI (2024)
Raphael Schumann, Elman Mansimov, Yi-An Lai, Nikolaos Pappas, Xibin Gao, Yi Zhang
Backward Compatibility During Data Updates by Weight Interpolation. EACL (1) (2024)
Raphael Schumann, Elman Mansimov, Yi-An Lai, Nikolaos Pappas, Xibin Gao, Yi Zhang
Backward Compatibility During Data Updates by Weight Interpolation. CoRR (2023)
Raphael Schumann, Wanrong Zhu, Weixi Feng, Tsu-Jui Fu, Stefan Riezler, William Yang Wang
VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View. CoRR (2023)
Michael Staniek, Raphael Schumann, Maike Züfle, Stefan Riezler
Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap. CoRR (2023)
Raphael Schumann, Stefan Riezler
Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas. CoRR (2022)
Raphael Schumann, Stefan Riezler
Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas. ACL (1) (2022)
Raphael Schumann, Stefan Riezler
Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem. ACL/IJCNLP (1) (2021)
Raphael Schumann, Stefan Riezler
Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem. CoRR (2020)
Raphael Schumann, Lili Mou, Yao Lu, Olga Vechtomova, Katja Markert
Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction. CoRR (2020)
Raphael Schumann, Lili Mou, Yao Lu, Olga Vechtomova, Katja Markert
Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction. ACL (2020)
Raphael Schumann, Ines Rehbein
Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification. CoNLL (2019)
Raphael Schumann
Unsupervised Abstractive Sentence Summarization using Length Controlled Variational Autoencoder. CoRR (2018)
Raphael Schumann, Pongtep Angkititrakul
Incorporating ASR Errors with Attention-Based, Jointly Trained RNN for Intent Detection and Slot Filling. ICASSP (2018)
Marilisa Amoia, Frank Diehl, Jesús Giménez, Joel Pinto, Raphael Schumann, Fabian Stemmer, Paul Vozila, Yi Zhang
Scalable Wide and Deep Learning for Computer Assisted Coding. NAACL-HLT (3) (2018)