Raphael Schumann
8 papers · 2018–2024 · 6 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🌈 Renaissance Researcher (6)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(23)
🧬
Topic Evolution
🔥
Unstoppable
(5)
Conferences
ACL (3)
AAAI (1)
CONLL (1)
EACL (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
vision language navigation
(2)
graph neural network
(2)
natural language generation
(2)
landmark detection
(2)
logistic regression
(1)
in-context learning
(1)
semi-supervised learning
(1)
language modeling
(1)
domain generalization
(1)
feature embedding
(1)
visual grounding
(1)
embodied ai
(1)
graph representation
(1)
text generation
(1)
semi-supervised classification
(1)
discrete optimization
(1)
semantic similarity
(1)
convolutional neural network
(1)
variational autoencoder
(1)
vision-language navigation
(1)
Papers
VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View
AAAI 2024
Backward Compatibility During Data Updates by Weight Interpolation
EACL 2024
Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas
ACL 2022
Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem
IJCNLP 2021
Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem
ACL 2021
Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction
ACL 2020
Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification
CONLL 2019
Scalable Wide and Deep Learning for Computer Assisted Coding
NAACL 2018