4 papers
Aspect-Aware Content-Based Recommendations for Mathematical Research Papers
Ankit Satpute, André Greiner-Petter, Noah GieÃing +4
Content-based research paper recommendation (CbRPR) has seen advances in computer science and biomedicine, but remains unexplored for mathematics, where paper relatedness is more c…
Audit Me If You Can: Query-Efficient Active Fairness Auditing of Black-Box LLMs
David Hartmann, Lena Pohlmann, Lelia Hanslik +3
Large Language Models (LLMs) exhibit systematic biases across demographic groups. Auditing is proposed as an accountability tool for black-box LLM applications, but suffers from re…
Reducing the climate impact of data portals: a case study
Noah GieÃing, Madhurima Deb, Ankit Satpute +2
The carbon footprint share of the information and communication technology (ICT) sector has steadily increased in the past decade and is predicted to make up as much as 23 \% of gl…
Taxonomy of Mathematical Plagiarism
Ankit Satpute, Andre Greiner-Petter, Noah GieÃing +5
Plagiarism is a pressing concern, even more so with the availability of large language models. Existing plagiarism detection systems reliably find copied and moderately reworded te…