81 citations · 248 across the 33 of their papers we have counts for
33 papers
Topic-to-Timestamp Alignment by Constrained Evidence Selection
Zeynep Yılbırt, Marina Litvak, Michael Färber
Meeting archives are difficult to search when users remember what was discussed but not when. We study topic-to-timestamp alignment: given a natural-language topic and a timestampe…
SemRepo: A Knowledge Graph for Research Software and Its Scholarly Ecosystem
Abdul Rafay, Yuni Susanti, David Lamprecht +1
We present SemRepo, an RDF knowledge graph comprising over 81 million triples describing nearly 200,000 GitHub repositories associated with scientific research. SemRepo captures re…
Knowledge Graph Structure as Prompt: Improving Small Language Models Capabilities for Knowledge-based Causal Discovery
Yuni Susanti, Michael Färber
Causal discovery aims to estimate causal structures among variables based on observational data. Large Language Models (LLMs) offer a fresh perspective to tackle the causal discove…
AutoRDF2GML: Facilitating RDF Integration in Graph Machine Learning
Michael Färber, David Lamprecht, Yuni Susanti
In this paper, we introduce AutoRDF2GML, a framework designed to convert RDF data into data representations tailored for graph machine learning tasks. AutoRDF2GML enables, for the…
ComplexTempQA:A 100m Dataset for Complex Temporal Question Answering
Raphael Gruber, Abdelrahman Abdallah, Michael Färber +1
We introduce \textsc{ComplexTempQA},\footnote{Dataset and code available at: https://github.com/DataScienceUIBK/ComplexTempQA} a large-scale dataset consisting of over 100 million…
Machine Learning in Short-Reach Optical Systems: A Comprehensive Survey
Chen Shao, Elias Giacoumidis, Syed Moktacim Billah +6
In recent years, extensive research has been conducted to explore the utilization of machine learning algorithms in various direct-detected and self-coherent short-reach communicat…