Picture for Lukas Galke

Lukas Galke

Tokenization and Morphology in Multilingual Language Models: A~Comparative Analysis of mT5 and ByT5

Add code
Oct 15, 2024
Viaarxiv icon

POWN: Prototypical Open-World Node Classification

Add code
Jun 14, 2024
Viaarxiv icon

Emergent communication and learning pressures in language models: a language evolution perspective

Add code
Mar 21, 2024
Viaarxiv icon

GenCodeSearchNet: A Benchmark Test Suite for Evaluating Generalization in Programming Language Understanding

Add code
Nov 16, 2023
Viaarxiv icon

Open-World Lifelong Graph Learning

Add code
Oct 19, 2023
Viaarxiv icon

What makes a language easy to deep-learn?

Add code
Feb 23, 2023
Viaarxiv icon

Emergent Communication for Understanding Human Language Evolution: What's Missing?

Add code
Apr 22, 2022
Figure 1 for Emergent Communication for Understanding Human Language Evolution: What's Missing?
Viaarxiv icon

Bag-of-Words vs. Sequence vs. Graph vs. Hierarchy for Single- and Multi-Label Text Classification

Add code
Apr 08, 2022
Figure 1 for Bag-of-Words vs. Sequence vs. Graph vs. Hierarchy for Single- and Multi-Label Text Classification
Figure 2 for Bag-of-Words vs. Sequence vs. Graph vs. Hierarchy for Single- and Multi-Label Text Classification
Figure 3 for Bag-of-Words vs. Sequence vs. Graph vs. Hierarchy for Single- and Multi-Label Text Classification
Figure 4 for Bag-of-Words vs. Sequence vs. Graph vs. Hierarchy for Single- and Multi-Label Text Classification
Viaarxiv icon

Lifelong Learning in Evolving Graphs with Limited Labeled Data and Unseen Class Detection

Add code
Dec 20, 2021
Figure 1 for Lifelong Learning in Evolving Graphs with Limited Labeled Data and Unseen Class Detection
Figure 2 for Lifelong Learning in Evolving Graphs with Limited Labeled Data and Unseen Class Detection
Figure 3 for Lifelong Learning in Evolving Graphs with Limited Labeled Data and Unseen Class Detection
Figure 4 for Lifelong Learning in Evolving Graphs with Limited Labeled Data and Unseen Class Detection
Viaarxiv icon

Forget me not: A Gentle Reminder to Mind the Simple Multi-Layer Perceptron Baseline for Text Classification

Add code
Sep 23, 2021
Figure 1 for Forget me not: A Gentle Reminder to Mind the Simple Multi-Layer Perceptron Baseline for Text Classification
Figure 2 for Forget me not: A Gentle Reminder to Mind the Simple Multi-Layer Perceptron Baseline for Text Classification
Viaarxiv icon