CARE: Collaborative AI-Assisted Reading Environment

1 code implementation • 24 Feb 2023 • Dennis Zyska, Nils Dycke, Jan Buchmann, Ilia Kuznetsov, Iryna Gurevych

Recent years have seen impressive progress in AI-assisted writing, yet the developments in AI-assisted reading are lacking.

Question Answering text-classification +1

NLPeer: A Unified Resource for the Computational Study of Peer Review

1 code implementation • 12 Nov 2022 • Nils Dycke, Ilia Kuznetsov, Iryna Gurevych

Peer review constitutes a core component of scholarly publishing; yet it demands substantial expertise and training, and is susceptible to errors and biases.

Yes-Yes-Yes: Proactive Data Collection for ACL Rolling Review and Beyond

1 code implementation • 27 Jan 2022 • Nils Dycke, Ilia Kuznetsov, Iryna Gurevych

The shift towards publicly available text sources has enabled language processing at unprecedented scale, yet leaves under-serviced the domains where public and openly licensed data is scarce.

Assisting Decision Making in Scholarly Peer Review: A Preference Learning Perspective

no code implementations • 2 Sep 2021 • Nils Dycke, Edwin Simpson, Ilia Kuznetsov, Iryna Gurevych

Peer review is the primary means of quality control in academia; as an outcome of a peer review process, program and area chairs make acceptance decisions for each paper based on the review reports and scores they received.

Decision Making Fairness