Concepedia

Raphael Schumann

RS

6

Publications

135

Citations

6

H-Index

2018

Active since

Affiliations

Heidelberg University(Current)

Raphael Schumann is an author at Heidelberg University specializing in computational linguistics, language studies, and linguistics.

Top concepts

LanguageEngineeringLinguisticsComputational LinguisticsDeep LearningMachine LearningMachine TranslationNatural Language ProcessingRoboticsText Mining

Publications per year

2018–2024

6

Publications

6

VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View

Raphael Schumann, Wanrong Zhu, Weixi Feng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2024 · 43 citations · Full text

Artificial Intelligence, Language Grounding, Engineering +21

Incorporating ASR Errors with Attention-Based, Jointly Trained RNN for Intent Detection and Slot Filling

Raphael Schumann, Pongtep Angkititrakul · 2018 · 24 citations

Engineering, Machine Learning, Slot Filling +17

Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification

Raphael Schumann, Ines Rehbein · 2019 · 24 citations · Full text

Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas

Raphael Schumann, Stefan Riezler · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · 2022 · 21 citations · Full text

Unsupervised Abstractive Sentence Summarization using Length Controlled\n Variational Autoencoder

Raphael Schumann · arXiv (Cornell University) · 2018 · 13 citations · Full text

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