3 papers
cs.CL2026
SciCoQA: Quality Assurance for Scientific Paper--Code Alignment
Tim Baumgärtner, Iryna Gurevych
Discrepancies between scientific papers and their code undermine reproducibility, a concern that grows as automated research agents scale scientific output beyond human review capa…
cs.CL2025
The Good, the Bad and the Constructive: Automatically Measuring Peer Review's Utility for Authors
Abdelrahman Sadallah, Tim Baumgärtner, Iryna Gurevych +1
Providing constructive feedback to paper authors is a core component of peer review. With reviewers increasingly having less time to perform reviews, automated support systems are…
cs.CL2025
PeerQA: A Scientific Question Answering Dataset from Peer Reviews
Tim Baumgärtner, Ted Briscoe, Iryna Gurevych
We present PeerQA, a real-world, scientific, document-level Question Answering (QA) dataset. PeerQA questions have been sourced from peer reviews, which contain questions that revi…