Skill UI

This guide outlines the rigorous methodological standards for empirical work in AI fairness, accountability, and transparency (FAccT). It advises researchers on matching specific claims (e.g., disparate harm) to appropriate evidence types—including disaggregated metrics, coded qualitative data, and documented ethical procedures. It stresses the importance of ethical review, handling protected attributes, and acknowledging limitations to ensure high scientific and ethical rigor.

This guide details the necessary steps for achieving and reporting reproducibility in Human-Robot Interaction (HRI) studies. Since HRI involves unique elements like human participants and physical environments, reproducibility focuses on making the study protocol, robot behavior specifications, analysis code, and de-identified data transparent. Learn how to properly assemble a comprehensive replication package and ethically disclose limitations to enhance academic credibility in top-tier HRI publications.

A comprehensive guide on structuring academic robustness checks for rigorous economic papers. This strategy advises authors to organize checks by the specific threat to the core assumptions (e.g., functional form, calibrated parameters, sample limitations) rather than simply listing multiple re-runs. Learn how to report findings as bounded ranges and present the argument with scholarly confidence.

A comprehensive guide for revising technical papers submitted to top-tier networking conferences (like INFOCOM). It emphasizes structural rigor, defensive writing techniques, pairing every claim with proportional evidence, and adhering strictly to page limitations to proactively address reviewer objections before the rebuttal phase.

A comprehensive guide for authors targeting the International Conference on Pattern Recognition (ICPR). This skill helps evaluate if a manuscript fits the venue's scope, covering core topics like pattern recognition, computer vision, biometrics, and machine learning. It details necessary framing, evidence requirements (e.g., ablations, limitations), and how to differentiate the work from similar top-tier conferences (e.g., CVPR, ICML).

This comprehensive guide details the end-to-end technical program committee (TPC) review process for major academic conferences like INTERSPEECH. It walks through every stage—from initial submission and area assignment to independent review, rebuttal, meta-review, and final decision. Users can learn how to decode reviewer feedback, understand the limitations of the rebuttal, and develop a strategic plan for future submissions and research refinement.

This comprehensive guide addresses the unique challenges of submitting research to top-tier conferences that do not include formal author-response or major revision rounds. It teaches authors a proactive strategy: how to pre-empt potential reviewer objections (e.g., novelty, scope limitations) by embedding necessary arguments, proofs, and context directly into the initial submission. Furthermore, it provides actionable plans for navigating both acceptance (camera-ready fixes) and rejection (diagnosis and strategic rerouting) without relying on traditional appeal processes.

A comprehensive guide for authors submitting to health economics journals, focusing on pre-submission pre-mortem analysis. It teaches how to anticipate specific, expert-level critiques—such as selection bias, concurrent confounding, or econometric limitations—and proactively structure the manuscript to neutralize these objections before they are raised by reviewers.

Provides comprehensive guidelines for structuring and presenting empirical tables and figures, especially for quantitative finance and economics journals (e.g., JMCB). Focuses on making every exhibit self-contained, economically legible, and highly impactful. It ensures readers grasp the shock size, economic magnitude, and uncertainty without relying solely on the main text, while also adhering to strict space limitations.

A comprehensive guide for authors responding to reviewers after journal revisions (R&R). It teaches the strategic structure of the rebuttal letter, emphasizing the editor's priorities, point-by-point responses, and how to professionally address complex methodological critiques, such as endogeneity, common-method bias, and theoretical contribution limitations, all while adhering to strict page limits.

An essential orchestrator for academic manuscripts submitting to specialized journals. This router guides authors through the entire publishing lifecycle—from initial idea generation and literature positioning to final submission and rebuttal. It assesses the article's scope (Research Article vs. Short Article), manages page limitations, and ensures early focus on data replicability, directing users to the precise sub-skill needed at any stage.

A comprehensive guide for drafting or polishing academic manuscripts intended for the Journal of Public Administration Research and Theory (JPART). It ensures the paper reads as a theory-driven contribution supported by rigorous evidence, adheres to OUP author-date style, and meets strict word count limitations. Focuses on structuring the abstract, introduction, and theoretical argument.