Günter Neumann
15 papers · 2000–2025 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Ultra 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16)
🧭
Keyword Pioneer
📈
Trend Setter
💎
Century Club · Bronze
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(5)
Core Methods
(5)
Deep Learning
(4)
Applications
(4)
Architectures
(3)
Artificial Intelligence
(2)
Knowledge & Reasoning
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Representation
(2)
Resources & Methods
(2)
Learning Types · Deep Learning
(1)
Keywords
knowledge graph completion
(2)
question answering
(2)
low-resource language
(2)
cross-lingual transfer
(1)
multilingual translation
(1)
multi-label classification
(1)
group theory
(1)
neural network visualization
(1)
tensor decomposition
(1)
model interpretability
(1)
low-rank approximation
(1)
linear classifier
(1)
knowledge graph embedding
(1)
entity embedding
(1)
long short-term memory
(1)
feature engineering
(1)
temporal knowledge graph
(1)
masked language modeling
(1)
word embedding
(1)
low-rank factorization
(1)
Papers
Low-Resource Transliteration for Roman-Urdu and Urdu Using Transformer-Based Models
NAACL 2025
Only for the Unseen Languages, Say the Llamas: On the Efficacy of Language Adapters for Cross-lingual Transfer in English-centric LLMs
ACL 2025
Towards Understanding Attention-based Reasoning through Graph Structures in Medical Codes Classification
ACL 2024
Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations
ACL 2022
LowFER: Low-rank Bilinear Pooling for Link Prediction
ICML 2020
An Interactive Web-Interface for Visualizing the Inner Workings of the Question Answering LSTM
EMNLP 2018
Code-Mixed Question Answering Challenge: Crowd-sourcing Data and Techniques
ACL 2018
LightRel at SemEval-2018 Task 7: Lightweight and Fast Relation Classification
SemEval 2018
A Mobile Touchable Application for Online Topic Graph Extraction and Exploration of Web Content
ACL 2011
Automatic Detection and Correction of Errors in Dependency Treebanks
ACL 2011
372:Comparing the Benefit of Different Dependency Parsers for Textual Entailment Using Syntactic Constraints Only
SemEval 2010
DFKI KeyWE: Ranking Keyphrases Extracted from Scientific Articles
SemEval 2010
A Puristic Approach for Joint Dependency Parsing and Semantic Role Labeling
CoNLL 2008
DFKI2: An Information Extraction Based Approach to People Disambiguation
SemEval 2007
A Divide-and-Conquer Strategy for Shallow Parsing of German Free Texts
NAACL 2000