Dissertations contain large amounts of valuable unpublished work. But they have not gone through formal peer review. Some journals discourage citing PhD theses. Where should researchers draw the line for citing full‑text dissertations?

Method Help

Data leakage is a pervasive but often silent problem. Information from test set accidentally leaks into training procedure and produces over‑optimistic evaluation […]

Method Help

Supplementary appendices contain many critical experimental details. But reviewers are often short on time and tend to skim or skip supplementary content entirely. […]

Paper Discussion

Many researchers directly download public pre‑computed embeddings for their analysis work. This saves compute time but can bring hidden pitfalls such as embedding […]

Question

Networking can feel performative and uncomfortable, yet professional connections genuinely help research careers. What approaches make networking feel genuine […]

Research ethics goes beyond avoiding plagiarism. It includes data privacy, responsible use of results and transparency about limitations. Are there open courses or structured materials you recommend for research ethics training?

Research Idea

Publication frequency has become a dominant evaluation metric in many institutions. This creates pressure to publish often, sometimes at the expense of deeper […]

Research Idea

Even within one research field, different conferences show huge differences in acceptance thresholds, review strictness and favoured contribution types. How […]

Conference abstracts contain preliminary findings that have not gone through full peer review. Some researchers cite them while others believe they should be avoided entirely in journal papers. Where do you draw the line?

Collaboration

Successful academic cooperation relies on clear task division, regular communication and mutual respect for different research backgrounds. Unclear responsibility […]