Skill UI

This guide provides a comprehensive model of the academic review process used at FAccT. It details the interdisciplinary nature of the review panel (CS, law, social science), the OpenReview workflow, and the strategic implications of the 'Accept/Revise/Reject' decision set. It guides authors on navigating the stages, including rebuttals and revise-and-resubmissions.

A comprehensive guide for authors on drafting strategic responses to conference reviews (e.g., ICLR OpenReview). It covers differentiating public vs. restricted comments, structuring rebuttals, addressing specific concerns (novelty, reproducibility), and maintaining professional communication standards for permanent records.

Provides a comprehensive guide for planning strategy within major academic conference review systems, such as OpenReview. It details the double-blind review lifecycle, author response strategies, managing public vs. private discussions, and understanding how permanent visibility impacts decision-making. Ideal for authors and reviewers preparing for high-stakes academic submissions.

This guide outlines best practices for structuring academic papers submitted via OpenReview, particularly for venues like ICLR. It advises authors on where to place different types of evidence—such as core claims, full derivations, code, and large datasets—to ensure the central argument remains visible while maintaining academic rigor. It covers strategies for managing annexes, maintaining anonymity, and updating revisions.

A comprehensive guide to understanding the peer review process for top-tier machine learning conferences like ICML. It helps authors and researchers diagnose potential decision issues, analyze reviewer critiques along dimensions (e.g., soundness, originality), and formulate strategic responses to maximize acceptance chances. Covers OpenReview features, AC meta-review synthesis, and ethical policy considerations.

A comprehensive guide for revising technical papers, specifically tailored for submission to top-tier robotics conferences like IROS. It teaches how to restructure narratives from 'demo-speak' to quantitative, evidence-based claims, focusing on a task-first opening, integrated system description, and mandatory figure-first presentation within strict page budgets.

An essential workflow router designed for authors submitting original research to the Journal of Educational Psychology. This guide orchestrates the entire manuscript lifecycle, from initial topic selection and study design to addressing reviewer feedback (R&R) and ensuring adherence to strict standards like APA 7th, masked review, and Transparency and Openness (TOP). It helps authors navigate the specific requirements of publishing impactful, educationally relevant psychological research.

This guide provides comprehensive, advanced econometric strategies for ensuring robust identification in international economics manuscripts, specifically for high-impact journals. It covers modern approaches for gravity models (using PPML), staggered trade-policy shocks (Callaway-Sant'Anna), shift-share analyses, and structural open-economy modeling. It helps authors stress-test their research designs against rigorous academic standards.

A comprehensive guide for establishing rigorous causal claims in international macro-finance. This skill addresses complex econometric challenges such as global confounders, policy endogeneity, and high-frequency surprises in open-economy models. It provides methodologies for cross-country panel data, capital control analysis, and advanced inference, ensuring results meet the high standards of top-tier international finance journals.

A comprehensive guide for advanced empirical research in open economies. It outlines best practices for establishing causal inference by anchoring identification strategies in external or institutional shocks (e.g., tariffs, trade agreements, exchange rate reforms). The guide emphasizes modern critiques of standard methods like shift-share and gravity models, providing detailed protocols for DID, Bartik decomposition, and IV estimation to meet top-tier academic journal standards.

A comprehensive guide for authors submitting to top-tier journals, detailing how to structure policy implication sections for open economies. It emphasizes shifting the focus from generic domestic policy lists to specific, evidence-based recommendations concerning international mechanisms such as trade tariffs, exchange rate elasticity, capital account management, and global value chains (GVCs).

This advanced analytical skill focuses on rigorously identifying and testing the specific transmission channels through which external shocks affect an economy. Essential for high-impact international economics research, it moves beyond descriptive mechanism narratives by focusing on testable proxies across trade, investment, finance, and expectation channels. It requires advanced econometrics (e.g., mediation analysis, sample splitting) and careful identification strategy to ensure causal claims are robust.