3 papers
cs.IR2026
A Large-Scale, Cross-Disciplinary Corpus of Systematic Reviews
Pierre Achkar, Tim Gollub, Arno Simons +2
Existing benchmarks for systematic reviewing remain limited either in scale or in disciplinary coverage, with some collections comprising only a modest number of topics and others…
cs.IR2026
A Collection of Systematic Reviews in Computer Science
Pierre Achkar, Tim Gollub amd Martin Potthast
Systematic reviews are the standard method for synthesizing scientific evidence, but their creation requires substantial manual effort, particularly during retrieval and screening.…
cs.CL2025
Ask, Retrieve, Summarize: A Modular Pipeline for Scientific Literature Summarization
Pierre Achkar, Tim Gollub, Martin Potthast
The exponential growth of scientific publications has made it increasingly difficult for researchers to stay updated and synthesize knowledge effectively. This paper presents XSum,…