Llms assist nlp researchers: Critique paper (meta-) reviewing
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 …
shown remarkable versatility in various generative tasks such as writing, drawing, and …
An Analysis of Tasks and Datasets in Peer Reviewing
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 …
research tasks for analysing and possibly automating parts of the reviewing process, like …
What Can Natural Language Processing Do for Peer Review?
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 …
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
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 …
based technological transformation. Recently, a plethora of new AI models and tools has …
A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports
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 …
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
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 …
many changes, and several current challenges deserve more attention from the community …