From the 1 of 6 linked papers with an AI index.
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WikiSTAR: A System for Shedding Light on the Hidden History of Scientific Wikipedia Articles
Omer Ehrlich, Nitzan Barzilay, Rona Aviram +1
WikiSTAR is an interactive system that uses a large language model classifier to label and visualize scientifically meaningful edits in Wikipedia articles, allowing users to trace…
CHIMERA: A Knowledge Base of Scientific Idea Recombinations for Research Analysis and Ideation
Noy Sternlicht, Tom Hope
A hallmark of human innovation is recombination -- the creation of novel ideas by integrating elements from existing concepts and mechanisms. In this work, we introduce CHIMERA, th…
ABCD-LINK: Annotation Bootstrapping for Cross-Document Fine-Grained Links
Serwar Basch, Ilia Kuznetsov, Tom Hope +1
Understanding fine-grained links between documents is crucial for many applications, yet progress is limited by the lack of efficient methods for data curation. To address this lim…
Beyond "Not Novel Enough": Enriching Scholarly Critique with LLM-Assisted Feedback
Osama Mohammed Afzal, Preslav Nakov, Tom Hope +1
Novelty assessment is a central yet understudied aspect of peer review, particularly in high volume fields like NLP where reviewer capacity is increasingly strained. We present a s…
Debatable Intelligence: Benchmarking LLM Judges via Debate Speech Evaluation
Noy Sternlicht, Ariel Gera, Roy Bar-Haim +2
We introduce Debate Speech Evaluation as a novel and challenging benchmark for assessing LLM judges. Evaluating debate speeches requires a deep understanding of the speech at multi…
What Can Natural Language Processing Do for Peer Review?
Ilia Kuznetsov, Osama Mohammed Afzal, Koen Dercksen +21
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 mod…