Rainer Gemulla
15 papers · 2012–2024 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (26) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Gold
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Topic Evolution
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Renaissance Researcher
(5)
β
The Questioner
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(8)
Core Methods
(7)
Knowledge & Reasoning
(5)
Representation
(5)
Deep Learning
(4)
Natural Language Processing
(4)
Applications
(4)
Architectures
(4)
Artificial Intelligence
(3)
Learning Types
(3)
Core AI
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Keywords
link prediction
(8)
knowledge graph embedding
(6)
knowledge graph
(3)
open information extraction
(3)
relation extraction
(3)
model architecture
(2)
hyperparameter optimization
(2)
semi-supervised learning
(2)
entity embedding
(2)
contextual information
(1)
information retrieval
(1)
semantic parsing
(1)
multi-task learning
(1)
zero-shot learning
(1)
document ranking
(1)
question answering
(1)
graph embedding
(1)
graph representation learning
(1)
knowledge base
(1)
deep learning
(1)
Papers
Beyond Link Prediction: On Pre-Training Knowledge Graph Embeddings
ACL 2024
A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs
EMNLP 2023
Friendly Neighbors: Contextualized Sequence-to-Sequence Link Prediction
ACL 2023
Sequence-to-Sequence Knowledge Graph Completion and Question Answering
ACL 2022
Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction
ACL 2020
LibKGE - A knowledge graph embedding library for reproducible research
EMNLP 2020
On Aligning OpenIE Extractions with Knowledge Bases: A Case Study
EMNLP 2020
You CAN Teach an Old Dog New Tricks! On Training Knowledge Graph Embeddings
ICLR 2020
On Evaluating Embedding Models for Knowledge Base Completion
ACL 2019
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval
ACL 2018
MinIE: Minimizing Facts in Open Information Extraction
EMNLP 2017
CORE: Context-Aware Open Relation Extraction with Factorization Machines
EMNLP 2015
FINET: Context-Aware Fine-Grained Named Entity Typing
EMNLP 2015
Werdy: Recognition and Disambiguation of Verbs and Verb Phrases with Syntactic and Semantic Pruning
EMNLP 2014
A Weakly Supervised Model for Sentence-Level Semantic Orientation Analysis with Multiple Experts
EMNLP 2012