Incorporating ASR Errors with Attention-Based, Jointly Trained RNN for Intent Detection and Slot Filling. - Raphael Schumann; Pongtep Angkititrakul (ICASSP, 2018)

Scalable Wide and Deep Learning for Computer Assisted Coding. - Marilisa Amoia; Frank Diehl; Jesús Giménez; Joel Pinto; Raphael Schumann; Fabian Stemmer; Paul Vozila; Yi Zhang (NAACL-HLT (3), 2018)

Unsupervised Abstractive Sentence Summarization using Length Controlled Variational Autoencoder. - Raphael Schumann (CoRR, 2018)

Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification. - Raphael Schumann; Ines Rehbein (CoNLL, 2019)

Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction. - Raphael Schumann; Lili Mou; Yao Lu; Olga Vechtomova; Katja Markert (ACL, 2020)

Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem. - Raphael Schumann; Stefan Riezler (ACL/IJCNLP (1), 2021)

Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas. - Raphael Schumann; Stefan Riezler (ACL (1), 2022)

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 (AAAI, 2024)

Backward Compatibility During Data Updates by Weight Interpolation. - Raphael Schumann; Elman Mansimov; Yi-An Lai; Nikolaos Pappas 004; Xibin Gao; Yi Zhang 001 (EACL (1), 2024)

Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap. - Michael Staniek; Raphael Schumann; Maike Züfle; Stefan Riezler (Trans. Assoc. Comput. Linguistics, 2024)