UniResearch Community | Xiuying Liu | Favorites https://community.uniresearch.ai/members/xiuyingliu/activity/favorites/ Activity feed of Xiuying Liu's saved posts. Fri, 11 Sep 2026 11:08:05 +0800 https://buddypress.org/?v=3.4.4 en-US 30 hourly 2 8f30271179285138c560492ab7611cf4 Robert Johnson posted an update: The abstract is the first impression of a paper […] https://community.uniresearch.ai/news-feed/p/495/ Fri, 21 Aug 2026 02:17:03 +0800 The abstract is the first impression of a paper and determines reviewers’ initial judgment. I’ve summarized many common errors, such as redundant background introduction and unclear research contributions. What abstract mistakes do you often see in submitted papers?

]]> 3 8a46deb669f399681d24efa4665ee6bb Nathan Phillips posted an update: I’ve noticed many early‑stage researchers spend weeks […] https://community.uniresearch.ai/news-feed/p/409/ Thu, 20 Aug 2026 10:18:17 +0800 I’ve noticed many early‑stage researchers spend weeks picking suitable benchmarks. Some public datasets contain hidden distribution bias that can mislead model performance conclusions. What’s your go‑to checklist before locking down your benchmark suite?

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