Ronald White
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Idea: Could journal rejection feedback be anonymised and pooled as public tr...
Research Idea
Rejection letters contain valuable feedback, but they are private. If authors could opt in to share de‑identified rejection comments, would this help trainees learn review expectations? What risks?
Fang Fang, Ethan Cook and 28 others2 Comments -
Will domain‑specific fine‑tuned small models compete with large general‑purp...
Research Idea
Large foundation models dominate many discussions, yet domain‑specific smaller fine‑tuned models have advantages on specialised tasks. What roles will small domain‑adapted models occupy in future academic research workflows?
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Small domain‑specific models cost far less compute to run and reproduce.
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They may reach competitive performance on narrow well‑defined domain tasks.
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Open‑source tools for analysing large‑scale citation networks
Resource Share
Understanding how papers cite each other can reveal research trends and hidden connections. Are there accessible open‑source utilities you use for building and visualising citation networks at scale?
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Some network‑analysis libraries handle large citation graphs efficiently.
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You often need to clean the citation data yourself before feeding it into these tools.
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