1. Determine Whether Scholarly Outputs Belong on the Resume
Publications are highly dependent on educational background and career direction. Many undergraduate fresh graduates have no publications, and their resumes are complete without this section. Research-oriented master’s and doctoral graduates are more likely to have journal papers, conference papers, posters, presentations, preprints, technical publications, or other scholarly outputs. Requirements and publication practices vary substantially across disciplines and institutions.
The first question is therefore whether the candidate has outputs worth presenting and whether they contribute useful evidence for the intended position. Publications can demonstrate subject expertise, research activity, technical or analytical work, scientific communication, collaboration, and completion of research that produced an externally visible output. Their importance is usually greater for research, academic, scientific, R&D, and other knowledge-intensive positions.
Candidates should begin with a broad inventory because relevant outputs may be remembered under different categories. An LLM can support this discovery through the following task instruction:
Review my research, thesis work, academic projects, conference participation, laboratory work, and professional activities. Build an inventory of outputs that could potentially be relevant to a Publications section or related scholarly-output section. Classify each item according to the information I provide, such as journal article, conference paper, poster, presentation, preprint, technical publication, or another appropriate category. Record its current status, authorship, venue, date, link or identifier where available, and any facts that still need verification. Do not infer publication or acceptance from participation in a research project.
This produces a factual inventory before decisions about selection and presentation are made.