Academic Writing

Fill in TODO sections of research wiki paper pages from their ingested sources

Get a paragraph-by-paragraph blueprint for 10 to 12 page systems conference papers

Design reproducible ML experiments with baselines, ablations and controls

Turn observations into testable hypotheses and competing explanations

Plan literature searches, screening and synthesis for reviews and background sections

Combine results across studies with statistical meta-analysis methods

Draft and revise papers with IMRAD structure, citations and reporting guidelines

Orchestrate a statistical research pipeline from problem formulation to final results

Check statistical research outputs for sound formulation, theory and evidence

Design and run statistical experiments with baselines, ablations and theory checks

Design statistical methods, baselines, diagnostics and ablations for a formal problem

Formulate statistical research problems with notation, assumptions and hypotheses

Analyze bias, variance, consistency and coverage properties of statistical methods

Run a PRISMA-style systematic review with search, screening and synthesis steps

Compile papers, repos and experiment logs into structured, evidence-backed research files

Log decisions, dead ends and pivots from a finished coding or research session

Score research artifacts on evidence, falsifiability and rigor in a ranked report

Draft ML papers for NeurIPS, ICML, ICLR and ACL with citation checks and templates

Write systems papers for OSDI, SOSP, ASPLOS and NSDI with venue checklists and templates

Run deep research, reviews, citations and integrity checks with the Codex research suite

Read Hugging Face paper pages and pull paper metadata, linked models and code

Build a thesis outline and literature review framework without writing your conclusions

Outline benchmark papers with five pillars and audit them before submission

Run survey-grade literature reviews with verified citations and a taxonomy

Plan the three core figures of a technical paper and audit them for quality

Score a research idea on five dimensions and list its fatal flaws

Draft the introduction of a technical paper from background to contributions

Draft paper sections from your own notes with citations checked against sources

Review a paper before submission for logic, grammar, LaTeX and figure quality

Plan rebuttal tactics for peer review comments without drafting the full reply

Lay out the logic skeleton of a technical paper and check its four-point consistency

Guide AI-assisted research across coding, figures and writing workflows

Find credible theory behind slide claims and check where it applies

Search, read and query research papers through alphaXiv tools

Explain papers and technical ideas in plain English with concrete analogies

Run a literature review and synthesize the state of the art on a topic

Check a paper's claims against its public code for reproducibility gaps

Turn research findings into a paper-style draft with equations and citations

Extract and cross-check methods, figures and claims across scientific PDFs

Plan and run replications of paper claims, benchmarks and experiments

Critique a paper or draft to find weaknesses before submission

Turn an arXiv paper into a summary, podcast script, slides and interactive page

Turn a research paper PDF or arXiv link into a plain-language critical reading

Turn academic papers into illustrated plain-language reading guides in Markdown

Search Korean theses, journal articles and research reports via KERIS RISS

Search Korean patent and utility model publications through KIPRIS Plus

Revise ML and NLP papers for section structure, paragraph flow and claim support

Look up bioRxiv and medRxiv preprint details and DOIs in compact summaries

Search PubMed, Gene and GEO through NCBI Entrez for concise results