FMMD: A multimodal multidisciplinary dataset of open peer reviews from F1000Research

arXiv:2602.14285 · cs.DL, cs.AI, cs.CL, cs.LG · Submitted 2026-02-15 · Read on arXiv

cs.DL, cs.AI, cs.CL, cs.LG

Submitted: 2026-02-15

Updated: 2026-09-22

Code: https://github.com/nishiwen1214/ChatReviewer

Project page: http://www.linjialiang.net/publications/fmmd

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Core — 7× in this paper · explained in 2 episodes
Paper Review — 7× in this paper · explained in 2 episodes
Alignment — 5× in this paper · explained in 1 episode
Artificial Intelligence (AI) — 3× in this paper · explained in 2 episodes
Generative AI — 2× in this paper · explained in 2 episodes
Actionability — 1× in this paper · explained in 3 episodes
Aggregation — 1× in this paper · explained in 1 episode
Benchmark — 1× in this paper · explained in 2 episodes
Cognitive Load — 1× in this paper · explained in 2 episodes
Consistency — 1× in this paper · explained in 3 episodes
Fidelity — 1× in this paper · explained in 2 episodes
Generalization — 1× in this paper · explained in 13 episodes
Grounding — 1× in this paper · explained in 3 episodes
Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
Multi-Agent System — 1× in this paper · explained in 6 episodes
Multimodal Inputs — 1× in this paper · explained in 2 episodes
Semantic Similarity — 1× in this paper · explained in 2 episodes

Sources

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