Llms assist nlp researchers: Critique paper (meta-) reviewing

J Du, Y Wang, W Zhao, Z Deng, S Liu, R Lou… - arxiv preprint arxiv …, 2024 - arxiv.org
This work is motivated by two key trends. On one hand, large language models (LLMs) have
shown remarkable versatility in various generative tasks such as writing, drawing, and …

An Analysis of Tasks and Datasets in Peer Reviewing

M Staudinger, W Kusa, F Piroi… - Proceedings of the Fourth …, 2024 - aclanthology.org
Taking note of the current challenges of the peer review system, this paper inventories the
research tasks for analysing and possibly automating parts of the reviewing process, like …

What Can Natural Language Processing Do for Peer Review?

I Kuznetsov, OM Afzal, K Dercksen, N Dycke… - arxiv preprint arxiv …, 2024 - arxiv.org
The number of scientific articles produced every year is growing rapidly. Providing quality
control over them is crucial for scientists and, ultimately, for the public good. In modern …

Transforming Science with Large Language Models: A Survey on AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation

S Eger, Y Cao, J D'Souza, A Geiger… - arxiv preprint arxiv …, 2025 - arxiv.org
With the advent of large multimodal language models, science is now at a threshold of an AI-
based technological transformation. Recently, a plethora of new AI models and tools has …

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports

G Okasa, A de León, M Strinzel, A Jorstad… - arxiv preprint arxiv …, 2024 - arxiv.org
Peer review in grant evaluation informs funding decisions, but the contents of peer review
reports are rarely analyzed. In this work, we develop a thoroughly tested pipeline to analyze …

[PDF][PDF] Meta-HCI: First Workshop on Meta-Research in HCI

J Oppenlaender, S Malacria, X Fang, N van Berkel… - 2025 - meta-hci.github.io
Abstract Human-Computer Interaction (HCI) is a rapidly evolving field. It has undergone
many changes, and several current challenges deserve more attention from the community …