UniResearch Community | Wei Fu | Favorites https://community.uniresearch.ai/members/weifu/activity/favorites/ Activity feed of Wei Fu's saved posts. Fri, 11 Sep 2026 11:08:05 +0800 https://buddypress.org/?v=3.4.4 en-US 30 hourly 2 a52c2f2bc964772362ec73a637846b90 Madelyn posted an update: Method Help Many researchers only organise data after […] https://community.uniresearch.ai/news-feed/p/961/ Mon, 07 Sep 2026 12:25:56 +0800 Method Help

Many researchers only organise data after paper acceptance. Poor archival practice creates reproducibility risks. What is your step‑by‑step routine to archive raw and intermediate data while the project is ongoing?

]]> 4 f769000f5e5defb27145af718a0015a6 Zhen Xie posted an update: A qualified literature review is not just a simple […] https://community.uniresearch.ai/news-feed/p/516/ Fri, 21 Aug 2026 14:01:22 +0800 A qualified literature review is not just a simple summary of existing papers. It requires systematic sorting, comparative analysis and research gap summarization. How do you structure your literature review to make it logical and insightful?

]]> 3 49a6a3064e9c06329715d9916fc85b20 Benjamin Hill posted an update: Academic Question & Discussion Many researchers fall […] https://community.uniresearch.ai/news-feed/p/496/ Fri, 21 Aug 2026 04:01:06 +0800 Academic Question & Discussion

Many researchers fall into a dilemma: pursuing rigorous experimental research will delay publication, while rushing papers may lead to insufficient research depth. How do you balance research quality and publication efficiency in daily academic work?

]]> 3 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 5aa1e9205e4b0f53bef58d2bb7bb5cae Mark Taylor posted an update: Data collection is the foundation of all empirical […] https://community.uniresearch.ai/news-feed/p/455/ Thu, 20 Aug 2026 14:22:25 +0800 Data collection is the foundation of all empirical and computational research. However, many researchers waste months on invalid data screening, low‑quality data cleaning and inconsistent data standards. What efficient data collection and filtering workflows do you adopt to accelerate your research progress?

]]> 3 78c7cf05ef009730b43eb5a8be9e59e7 Xiulan Jiang posted an update: Experimental reproducibility is the basic principle […] https://community.uniresearch.ai/news-feed/p/454/ Thu, 20 Aug 2026 14:22:19 +0800 Experimental reproducibility is the basic principle of academic research, but many published papers have unrepeatable experimental results due to incomplete parameter records and hidden operation details. How can we strictly guarantee research reproducibility in daily experiments?

]]> 3 bd573e3eb57abaec8567f77b45c7a995 Edward Harris posted an update: Most cutting‑edge NLP models are built for high‑resource […] https://community.uniresearch.ai/news-feed/p/419/ Thu, 20 Aug 2026 10:19:06 +0800 Most cutting‑edge NLP models are built for high‑resource languages. Even with translation‑based approaches, subtle cultural and linguistic nuance gets lost. What promising directions do you see for advancing low‑resource language research without massive annotated corpora?

]]> 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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