10 citations · 13 across the 9 of their papers we have counts for
4 papers · 1 filter
Efficient Continual Learning for Small Language Models with a Discrete Key-Value Bottleneck
Andor Diera, Lukas Galke, Fabian Karl +1
Continual learning remains a challenge across various natural language processing (NLP) tasks, as models updated with new training data often risk catastrophic forgetting of previo…
Isotropy Matters: Soft-ZCA Whitening of Embeddings for Semantic Code Search
Andor Diera, Lukas Galke, Ansgar Scherp
Low isotropy in an embedding space impairs performance on tasks involving semantic inference. Our study investigates the impact of isotropy on semantic code search performance and…
Multi-View Structural Graph Summaries
Jonatan Frank, Andor Diera, David Richerby +1
A structural graph summary is a small graph representation that preserves structural information necessary for a given task. The summary is used instead of the original graph to co…
On the Anatomy of Real-World R Code for Static Analysis
Florian Sihler, Lukas Pietzschmann, Raphael Straub +3
CONTEXT The R programming language has a huge and active community, especially in the area of statistical computing. Its interpreted nature allows for several interesting construct…