How to Write a Conference Paper in 2 Days?

Conference submission deadline in just 48 hours — and your paper is still a blank screen? You’re not alone, and more importantly, you’re not finished yet. Every year, thousands of researchers find themselves in exactly this position: the deadline crept up, the draft never quite started, and now the clock is ticking loud enough to hear from across the room. That panic is real, but it doesn’t have to be fatal to your submission.

To write a conference paper in 2 days, use Day 1 to finalize your topic, build your outline, complete a rapid literature review using tools like Google Scholar, Elicit, and Connected Papers, and push through a complete rough draft. Use Day 2 for revision, formatting to IEEE, ACM, or APA standards, writing your abstract within the required word limit, and running a final plagiarism check through Turnitin. With the right structure and a clear hourly plan, writing a 4,000–6,000 word conference paper in 48 hours is absolutely realistic.

What separates the researchers who pull this off from those who miss the deadline is not talent — it’s a system. Knowing when to write, when to stop researching, and which tools to trust makes all the difference. AI tools like ChatGPT, Claude, and Grammarly can cut revision time significantly. Reference managers like Zotero, Mendeley, or EndNote keep your citations from turning into a last-minute nightmare. And working inside a structured format — whether that’s LaTeX on Overleaf or a clean Microsoft Word template — means you’re not making formatting decisions at 2 a.m.

This guide gives you an exact hour-by-hour plan for both days, a clear breakdown of the IMRAD structure your paper should follow, the best AI and research tools to use at each stage, the most common last-minute mistakes that kill otherwise solid submissions, and a ready-to-use checklist to confirm everything is in order before you hit submit. If you have 48 hours left, start reading now.

Is Writing a Conference Paper in 2 Days Actually Possible? (Real Numbers and Honest Expectations)

Yes. But not from scratch.

Let’s be precise about what “2 days” actually means here, because the answer changes completely depending on where you’re starting.

What “Starting Point” Actually Determines Everything

If you already have research results — data collected, experiments run, findings documented somewhere — then 48 hours is tight but genuinely doable. Researchers do it before submission deadlines constantly. It’s not comfortable, but it works.

If you have nothing yet? No data, no experiments, no findings? That’s a different conversation entirely. You can’t fabricate results in 48 hours and call it a conference paper. That’s not a time management problem; that’s a research problem.

So the realistic starting point looks like this: you have a completed study, some draft notes, maybe a half-finished literature review, and a submission deadline breathing down your neck. That’s the scenario this actually solves.

The Real Numbers

A standard conference paper runs between 4,000 and 8,000 words depending on the venue. IEEE conference format papers often land around 6 pages. ACM format papers vary by track. Most fall somewhere in that 4–8K range.

At a focused writing pace — not casual, not panicked, but deliberate — most researchers can produce 1,000 to 1,500 words of structured academic writing per hour. That means the actual drafting, if you’re not stopping to hunt for citations every ten minutes, takes roughly 5–7 hours of real work.

The rest of your 48 hours goes to:

• Organizing your literature review and pulling sources into Zotero or Mendeley
• Building your argument structure before you write a single sentence
• Formatting (LaTeX in Overleaf takes longer than Microsoft Word, full stop)
• Co-author collaboration if you’re not working alone
• Revision, abstract tightening, and running a plagiarism checker like Turnitin

That’s where the time actually disappears.

What AI Tools Change (and What They Don’t)

Tools like ChatGPT, Claude, and Elicit have genuinely changed how fast you can move through certain stages. Elicit specifically can pull relevant papers from Semantic Scholar and summarize findings in minutes — work that used to take hours of Google Scholar digging. ResearchRabbit and Connected Papers help you map a field visually and spot research gaps without reading 40 abstracts manually.

What AI doesn’t do: write your actual findings for you. It can help you restructure a paragraph, sharpen a sentence, or suggest where your IMRAD structure has a logic gap. Grammarly and Hemingway Editor handle surface-level clarity. But the intellectual contribution — your data, your analysis, your interpretation — that has to come from you.

Using AI to speed up structure and polish is legitimate. Using it to invent research isn’t writing a conference paper in 2 days. It’s just generating text.

One Honest Caveat

Sleep-deprived writing is worse writing. A paper drafted in one 20-hour session will read like it. The 48-hour approach works best when you split it: heavy structural and drafting work on day one, revision and formatting on day two. Your abstract word limit compliance, citation accuracy in APA citation style or whatever format the venue requires, and overall coherence all suffer when you skip the second-pass review.

The researchers who actually pull this off aren’t just fast writers. They’re organized before they start typing.

Before You Start: How to Quickly Choose Your Topic and Identify a Research Gap

You don’t have 48 hours to spend staring at a blank document wondering what to write about. Topic selection needs to happen in the first two hours — maximum. The good news is that if you’re a researcher, you almost certainly already have something worth writing about. You just haven’t framed it yet.

Finding a Fresh Angle from Work You Have Already Done

Start with what you already know. Look at your last six months of work — a failed experiment, a dataset you collected but never fully analyzed, a literature review you did for a grant proposal, a method you modified to make something work. Any of these can become a conference paper.

Conference papers aren’t journals. They’re shorter, more focused, and reviewers expect them to present a single contribution clearly — not solve all the world’s problems. A 6-page IEEE conference format paper or an 8-page ACM format submission needs one tight argument, not a comprehensive study.

Ask yourself three questions:

• Have I done something recently that produced an unexpected result?
• Have I adapted an existing method to a new context?
• Have I compared two approaches in my domain that haven’t been compared before?

If yes to any of those, you have a paper. The angle is the framing. “We applied X to Y and found Z” is a legitimate conference paper contribution. It doesn’t have to be revolutionary.

Pull up your notes, your raw data, your thesis chapters, your lab notebooks. Give yourself 30 minutes to scan through them. Write down three possible paper ideas. Don’t evaluate them yet — just list them. Then pick the one where you already have the most material sitting in front of you.

That’s your topic.

A Fast Method for Spotting Research Gaps Using Google Scholar and Connected Papers

Once you’ve picked your direction, you need to confirm there’s a gap — and you need to do it quickly. This is not a full literature review. You’re doing a targeted scan.

Go to Google Scholar. Search your core topic. Sort by date, last two years. Read only the titles and abstracts of the top 20–30 results. You’re not reading full papers. You’re looking for patterns: what problems do papers keep mentioning as “future work”? What limitations do authors keep apologizing for in their conclusions? Those are your gaps.

Take one or two of the most relevant papers and drop them into Connected Papers. It generates a visual graph of related work based on citation relationships. Scan the graph for clusters. If there’s a cluster of papers around a related sub-topic that has almost no connection to your main cluster, that’s often a gap — two bodies of work that haven’t talked to each other yet.

You can also run a quick search in Elicit or Semantic Scholar. Both let you search in plain language and pull relevant abstracts fast. Elicit is especially useful because it extracts key claims and limitations from multiple papers simultaneously. What would take you two hours of manual reading on Google Scholar takes maybe 25 minutes with Elicit.

If you have a Scite.ai account, run your candidate topic through it. Scite shows you not just citations but whether papers are being cited supportively or with skepticism. A paper that gets a lot of “contrasting” citations is often sitting right on top of an unresolved debate — which is exactly where you want to plant your flag.

Save everything you find into Zotero or Mendeley as you go. Don’t plan to “come back and organize it later.” You won’t. Tag papers immediately with labels like “methodology,” “gap,” “supports my argument,” or “conflicts with my argument.” This saves hours when you sit down to write the literature review section.

By the end of this phase, you should have one clearly framed research question and three to five anchor papers. That’s enough to start writing.

Complete Day 1 Plan — From Outline to First Draft

You have 48 hours. Day 1 is about getting words on paper — not perfect words, just real ones. The goal by midnight is a full rough draft of your core sections. Rough is fine. Missing is not.

Hours 0–2: Building Your Paper Structure and Outline

Don’t open a blank document and start writing. That’s how you lose three hours staring at a cursor.

Open Notion, Google Docs, or even a plain text file — whatever you actually use. Create a skeleton first. For most conference papers, that means IMRAD structure: Introduction, Methodology, Results, and Discussion. Some venues add a related work section between Introduction and Methodology. Check your target conference’s format before you do anything else.

If you’re submitting to an IEEE conference, pull up the IEEE template on Overleaf right now. Same if it’s ACM format — they have official LaTeX templates on the ACM website. Getting this right at hour zero saves you from reformatting hell at hour 47.

Your outline should have:

• Paper title (working draft, not final)
• Core argument in one sentence — what are you actually claiming?
• Section headers with 2–3 bullet points under each
• Figures or tables you already have — list them by name

That one-sentence core argument matters more than you think. Write it at the top of your document and keep it visible the entire time you’re writing. Every paragraph should connect back to it somehow.

Spend 30 minutes on this outline maximum, then spend the rest of these two hours doing a fast sanity check. Ask yourself: does this paper actually have a finding? A method? Something that distinguishes it from existing work? If you can’t answer yes clearly, go back to the research gap work from earlier.

You can also use ChatGPT or Claude here to pressure-test your outline. Paste it in and ask: “What’s missing? What would a reviewer question first?” Don’t use the output blindly, but it can catch structural gaps fast.

Conference paper word count varies a lot — IEEE papers are often 4–6 pages in double-column format, ACM can go higher. Know your limit before you start filling sections. Writing 8,000 words for a 4-page venue is a painful mistake.

Hours 2–5: Rapid Literature Review and Reference Collection

Three hours for literature review sounds brutal. It’s actually doable if you’re ruthlessly focused.

Your goal here isn’t to read everything. It’s to find 15–25 highly relevant sources and understand where your work sits relative to them. That’s it.

Start with Google Scholar. Search your core topic, sort by recent, and look for papers published in the last 3–5 years. Download the 10 most relevant ones immediately. Don’t read them fully yet — scan abstracts and conclusions.

Then run your best source through Connected Papers. It generates a visual graph of related work, which often surfaces papers Google Scholar misses. Semantic Scholar is also worth a quick pass because it shows citation context — you can see why papers cite each other, not just that they do.

Elicit is useful here too. Paste your research question and it pulls structured summaries of relevant papers. It won’t replace reading, but it speeds up the first filter significantly.

For reference management, Zotero is the fastest option if you don’t already have a system. Install the browser extension, and it captures citation data automatically when you’re on a paper’s page. Mendeley and EndNote both work fine too, but Zotero’s browser clipper is the quickest to set up in a crunch.

As you skim each paper, add a one-line note in your reference manager: what it claims, what method it used, whether it directly relates to your work. This note becomes your related work section later.

Scite.ai is worth mentioning specifically — it shows whether a paper has been supported or contradicted by later work. That matters when you’re building credibility fast. If you’re citing something that’s been heavily disputed, you want to know now.

By hour 5, you should have:

• 15–20 sources saved in Zotero or your manager of choice
• A rough grouping: foundational papers, directly related work, work that your paper builds on or challenges
• A clear research gap statement you can put in writing

Don’t spend this time perfecting APA citation style or formatting references. That comes at the end. Right now, just get the sources in.

Hours 5–10: Writing the Body Draft — Introduction, Methodology, and Results

Five hours of actual writing. This is the hardest block of the day, and also the one most people procrastinate on. Set a timer and start.

Introduction (Hours 5–6.5)

Write the introduction last in most scenarios — but in a 2-day sprint, write a rough version now so you have something to iterate on. You can revise it tomorrow.

Your introduction needs to do four things:

1. Establish the problem context
2. Point to what existing work hasn’t solved
3. State what your paper does
4. Briefly explain how the rest of the paper is organized

That’s it. One to two paragraphs in most conference formats. Don’t write three pages of background. Reviewers notice bloated introductions immediately.

Write fast. Don’t edit while you write. Just get it down.

Methodology (Hours 6.5–8)

This section should be the most concrete writing in your paper. No hedging, no vague descriptions. Specific steps, tools, datasets, conditions, parameters.

If you ran experiments, describe them precisely enough that someone could replicate them. If it’s a theoretical or review-based paper, explain your analytical framework clearly.

Use past tense. “We collected data from…” not “Data is collected from…” Past tense signals completed work, which is what reviewers expect.

Subsections help here. If your methodology has distinct phases — data collection, preprocessing, modeling, evaluation — give each one a small header. It makes the section scannable and shows you’ve thought the process through.

Don’t skip figures here if you have them. A flow diagram of your methodology is worth more than a paragraph describing it. Drop a placeholder if the figure isn’t polished yet.

Results (Hours 8–10)

Write what you found. Numbers, tables, comparisons. This section should be mostly data, not interpretation.

If you have a table of results, paste it in now even if it’s rough. Caption it properly. Reference it in the text: “As shown in Table 1…” This is how results sections actually work — the text walks the reader through the data, it doesn’t just repeat it.

Be specific with your numbers. “The model achieved 94.3% accuracy on the test set” is useful. “The model performed well” is not.

Save discussion and interpretation for the Discussion section. Results should be almost neutral in tone — here’s what happened, here are the numbers. Your conclusions about why come later.

By the end of hour 10, you should have rough drafts of Introduction, Methodology, and Results. They won’t be clean. Some sentences will be placeholders. That’s expected and fine. What matters is that the structure is there and the data is in.

Take a real break before you continue. Eat something. Sleep if you can. Day 2 is where you assemble everything, write Discussion and Conclusion, and fix what doesn’t work.

Complete Day 2 Plan — From Revision to Submission

Day 2 is where most people panic. The draft exists, but it’s rough, the conclusion feels thin, and the deadline is real. Stay with the schedule below and you’ll make it.

Hours 0–2: Finishing the Discussion and Conclusion Draft

If you followed the Day 1 plan, you have your Introduction, Literature Review, Methodology, and Results drafted. The Discussion and Conclusion are what’s left, and they’re often harder than people expect because they require actual thinking — not just reporting.

Start with the Discussion. Don’t just repeat your results. Your job here is to interpret them. Ask yourself three questions: What do these results actually mean? How do they connect to the papers you cited in your literature review? And what can’t you explain with your current data?

That last part matters. Acknowledging limitations isn’t weakness — reviewers expect it, and skipping it looks naive.

For a standard conference paper, your Discussion section is usually 400–700 words. Keep it tight. If you found three main results, give each one a paragraph. Connect your findings back to the research gap you identified at the start. That creates a clean narrative arc through the whole paper.

Then write your Conclusion. This is not a summary. It’s your final argument for why your work matters.

A workable structure: one sentence on the problem, two sentences on what you did, two sentences on what you found, and one sentence on what comes next (future work). That’s it. Most conference papers need a Conclusion that runs 150–250 words. You don’t need more.

If you’re stuck, ChatGPT or Claude can help you draft a rough Conclusion paragraph if you paste in your abstract and key findings. Use it as a starting point, not a final product. Read it, rewrite it in your own voice, and make sure it sounds like the rest of your paper.

One more thing: check your IMRAD structure at this point. Introduction, Methods, Results, and Discussion should all be present and in the right order. Some conference formats, especially in computer science, deviate slightly from this, but knowing where you stand helps you catch structural gaps before you move into editing.

Hours 2–4: Writing the Abstract and Finalizing Your Title

Write the abstract last. Seriously. A lot of people draft it on Day 1 and then spend time updating it as the paper evolves. Just leave it until now, when you actually know what the paper says.

Most conference abstracts have a hard word limit — usually 150 to 300 words. Check your target conference’s author guidelines right now, before you write a single word.

A functional abstract covers five things:

1. The problem you’re addressing
2. Why it matters
3. What you did (method)
4. What you found (key result)
5. What it means (one-line implication)

That’s it. You don’t need to introduce the field. You don’t need background sentences. Get straight to the problem in sentence one.

Once the abstract is drafted, run it through Grammarly to catch mechanical errors. Then read it aloud. If you stumble, the sentence is too long or awkwardly constructed. Fix it.

Your title should be specific, not clever. “A Comparative Analysis of Transformer Models for Low-Resource Named Entity Recognition” is better than “Beyond Traditional NLP: New Approaches for Underrepresented Languages.” Reviewers use titles to decide if a paper is relevant to them. Be clear.

Check if your conference uses a specific title format — IEEE conference format papers sometimes include keywords in a particular position below the abstract, and ACM format has its own abstract styling. Overleaf templates handle most of this automatically if you’re working in LaTeX. If you’re in Microsoft Word, double-check the author guidelines manually.

Hours 4–7: Editing, Proofreading, and Formatting

Three hours sounds like a lot. It’s not. This phase takes longer than people plan for, especially if you’ve never formatted a paper for IEEE or ACM requirements before.

Start with one full read-through of the entire paper. Don’t edit as you go. Just read and flag problems with comments. You’re looking for logic gaps, missing transitions, repeated phrases, and any section that feels vague or underdeveloped.

Then fix the flagged issues. Most of them are paragraph-level problems — a result that isn’t explained, a claim that has no citation, a transition that’s missing.

After content edits, do a mechanical pass. Run the paper through Grammarly for grammar and spelling. Then paste key paragraphs into the Hemingway Editor to check sentence complexity. If Hemingway flags something as “very hard to read,” simplify it — conference reviewers are reading dozens of papers and they don’t have patience for dense prose.

Now handle citations. If you’ve been using Zotero or Mendeley throughout, your references should mostly be in order. Check that every in-text citation has a corresponding entry in your reference list, and that your format matches what the conference requires — APA citation style, IEEE citation style, or whatever the guidelines specify. Misformatted references are an easy thing for reviewers to flag, and it’s completely avoidable.

Formatting is a separate job from editing. Do it last.

If you’re in Overleaf with an official LaTeX template (IEEE and ACM both offer these), much of the formatting is already handled. Column widths, font sizes, heading styles — the template manages these. Your job is to make sure your content fits inside the template correctly without weird line breaks or overflowing figures.

If you’re in Microsoft Word, download the official template from the conference website and paste your content into it section by section. Don’t just change the font on your existing document — the spacing, margin settings, and header styles in conference templates are specific and they matter for submission systems.

Check figures and tables. Each one should have a caption. Each one should be referenced in the body text. File sizes for embedded images sometimes cause problems in PDF conversion — if your paper has figures, export a test PDF and check that nothing looks blurry or misaligned.

Run a plagiarism check before you finalize. Turnitin is the most common tool, but your institution may provide access through a different platform. A self-similarity score under 15% is generally safe, but check your conference’s specific policy. If you’ve quoted from other papers, make sure those quotes are properly attributed.

Check your paper’s word count or page count against the conference limit. Most conferences specify either a page maximum (often 4, 6, or 8 pages in IEEE or ACM format) or a word count ceiling. If you’re over, cut from the Discussion first — it usually has the most slack. If you’re under, don’t pad; some conferences have a minimum, but most don’t penalize shorter papers.

Hours 7–8: Final Submission Checklist

One hour. Go through this methodically.

Before you upload anything, verify:

• Author names are spelled correctly and in the right order. If this is a co-author collaboration, confirm with your co-authors that their affiliations and contact details are accurate. Submission systems often can’t be edited after the fact.
• Your paper matches the required format — PDF is standard, but some systems accept Word files. Check.
• The abstract in the submission portal matches the abstract in the paper exactly. Copy-paste it directly.
• Keywords are filled in if the system asks for them. Use the terms from your abstract.
• You’ve removed any author-identifying information if the conference uses double-blind review. Acknowledgments, self-citations, and file metadata can all accidentally reveal your identity.

To strip metadata from a PDF: in Acrobat, go to File → Properties → Description and clear the Author field. Alternatively, print to PDF from Word to create a clean file.

Double-check the submission deadline timezone. This trips people up constantly. A deadline listed as “11:59 PM AoE” (Anywhere on Earth) is different from “11:59 PM EST.” AoE is the most lenient — it means as long as it’s still that date somewhere on Earth. But don’t assume. Read the conference website.

Upload your paper, confirm the submission, and save the confirmation email with your submission ID. Done.

One final note: the hour before a deadline is a bad time to discover a submission system requires institutional login credentials or specific file naming conventions. Spend five minutes checking the portal requirements during your editing phase, not at hour 8.

How to Quickly Organize Your Data and Results Section

The Results section kills more conference papers than bad writing does. Researchers either dump every number they have or agonize over what to include until they run out of time. Neither works.

Here’s the rule: your Results section should answer exactly one question per paragraph.

Decide What Data Actually Belongs

You probably collected more data than your paper needs. That’s normal. For a conference paper — typically 6 to 10 pages in IEEE conference format or 8 to 10 pages in ACM format — you can realistically present three to five key findings. Not fifteen. Not everything you measured.

Go through your data and ask: does this directly support my central claim? If the answer is “kind of” or “it’s interesting background,” cut it. Save it for the journal version.

Make a quick list in Notion or Google Docs with three columns:

• Finding — what the result actually shows
• Evidence — the specific number, table, or figure
• Relevance — which part of your argument it supports

If you can’t fill in column three, the finding doesn’t go in.

Structure Before You Write

Don’t open your data file and start writing. You’ll waste 45 minutes arranging things that should take 10.

Sketch the results flow first. A typical IMRAD structure means your Results should move logically from your primary experiment to secondary validation, then to any comparison against baselines or prior work. One paragraph, one finding. One figure, one point.

If you ran multiple experiments, number them and stay consistent with how you named them in your Methods section. Reviewers notice when “Experiment A” in Methods becomes “Test 1” in Results. It looks sloppy and makes people question your accuracy.

Tables and Figures: Do the Minimum That Works

Two figures and one comparison table will usually do more work than five scattered charts. Pick the visualization that makes your result undeniable at a glance.

Keep table captions specific. “Table 1: Comparison of model accuracy across three datasets at 95% confidence interval” beats “Table 1: Results.” Same effort, dramatically better clarity for a reviewer scanning quickly.

For figures in LaTeX on Overleaf, get them placed early. Floating figures drift when you edit text later, and repositioning them at hour 47 of a 48-hour window is exactly how errors sneak into submissions. Pin them to the section, not to the page.

Reporting Numbers the Right Way

State your numbers with context. “Our model achieved 94.3% accuracy” means nothing alone. “Our model achieved 94.3% accuracy, compared to the 89.1% baseline reported by Chen et al. (2022)” means something.

Always include:

• The metric you’re measuring
• The dataset or conditions
• A comparison point (baseline, prior work, or theoretical benchmark)

Use APA citation style or whatever your conference requires — check the submission guidelines, not your memory. Scite.ai can help you quickly verify whether the paper you’re citing actually supports what you think it does, which matters when you’re moving fast and pulling references in a hurry.

Using AI Tools to Draft Results Text

ChatGPT or Claude can be useful here — but only for structure, not for generating your findings. You feed in your actual numbers and ask it to write a neutral, factual paragraph presenting those results. Then you edit it. Never let it invent data or interpret results without your explicit input.

A prompt that works: “Here are my accuracy results across four conditions: [paste your table]. Write a two-paragraph Results section that presents these findings factually without interpretation. Use past tense, passive voice where appropriate.”

You’ll get a usable draft in 90 seconds. It won’t be final, but it’ll be faster than staring at a blank page.

Don’t Analyze in the Results Section

This one trips up a lot of writers. Results = what happened. Discussion = why it happened.

If you find yourself writing “this suggests that” or “this implies” in your Results section, stop. Move that sentence to your Discussion. Reviewers trained on IMRAD structure notice when you blur these sections, and it signals that you’re not familiar with the format.

Keep Results clean and factual. The interpretation comes later.

Tools for Managing Citations and References Fast

If you’re writing a conference paper in 48 hours, citations can quietly eat 4–6 hours if you handle them manually. That’s time you don’t have. The right tools cut that down to under an hour total — but only if you set them up before you start writing, not after.

Pick One Reference Manager and Stick to It

Don’t split your sources between Zotero and Mendeley. Pick one. For a 48-hour sprint, Zotero is usually the better call — it’s free, the browser extension grabs citation data from Google Scholar and Semantic Scholar in one click, and it exports directly to BibTeX for Overleaf or to formatted lists for Microsoft Word.

If your institution uses EndNote, fine. Use that. The point is consistency. Switching tools mid-draft corrupts your workflow.

Once you’ve chosen your manager:

• Install the browser extension immediately
• Create a single collection for this paper
• Every source you open goes in there, even if you’re not sure you’ll cite it

Grabbing Sources Quickly Without Reading Everything

You don’t have time to read 30 papers cover to cover. Use Elicit to pull out key claims and methodology summaries from abstracts automatically. Type your research question and it returns relevant papers with one-line summaries — useful for checking whether a source actually supports your argument before you spend 20 minutes reading it.

Scite.ai tells you how a specific paper has been cited — whether other researchers supported or disputed its findings. That matters a lot. Citing a paper that’s been repeatedly disputed doesn’t look good in peer review.

ResearchRabbit is worth opening for exactly one purpose: visual citation mapping. Paste in your two or three core sources, and it shows you related papers you might have missed. Spend 15 minutes here, not 45.

Connected Papers does something similar but structures the graph differently. Some people prefer it. Try both for 10 minutes each and decide.

Formatting Citations Without Doing It Manually

This is where people waste the most time. Whether you’re submitting in IEEE conference format, ACM format, or APA citation style, your reference manager handles the formatting — if you let it.

In Zotero, once your sources are saved:

1. Select all sources in your collection
2. Right-click → “Create Bibliography from Items”
3. Choose your citation style
4. Paste directly into your Word or Google Docs draft

If you’re writing in LaTeX on Overleaf, export your Zotero library as a .bib file and upload it. Your \cite{} commands do the rest. The IEEE and ACM style files are already available in Overleaf’s template library — don’t rebuild them from scratch.

For Word users: install the Zotero Word plugin. It inserts citations inline as you write and auto-generates the reference list. One button. No manual formatting.

Using AI to Handle Citations You Can’t Find

Sometimes you remember a concept but can’t locate the original source. Don’t fabricate it. Use ChatGPT or Claude to help you identify likely sources based on the concept description, then verify those titles actually exist using Google Scholar or Semantic Scholar before citing them. AI tools hallucinate citations. Always verify.

Elicit is more reliable for this than ChatGPT because it pulls from actual research databases rather than generating text from training data.

Before You Submit: Check Everything Once

Run your final reference list through your reference manager’s “check for duplicates” function. It’s easy to accidentally cite the same paper twice under slightly different formats.

If your conference requires a plagiarism check, Turnitin is the standard — but if you don’t have access, iThenticate (often available through universities) or even a free tool like Quetext will flag obvious issues. Your self-citations count toward the similarity score too, so mention them in a cover note if the conference allows it.

One thing people forget: check that every in-text citation has a corresponding entry in the reference list, and vice versa. A missing reference is an instant red flag for reviewers. In Word, use Ctrl+F to search your citation numbers or author names. In LaTeX, the compiler warns you about undefined citations — read those warnings instead of ignoring them.

The whole citations process, done this way, should take you 45–60 minutes across the full 48-hour window. Anything longer means you’re doing something manually that a tool should be doing for you.

Using AI Tools to Speed Up Your Conference Paper Writing

AI won’t write your paper for you — not a good one, anyway. But used correctly, it can cut hours off the process. The difference is knowing exactly where it helps and where it creates problems.

Using AI for Drafting and Paraphrasing

The most practical use is getting unstuck. You’ve got notes, you’ve got data, but the sentences aren’t forming. That’s where ChatGPT or Claude earns its place. Paste in your bullet points from the methodology section and ask it to write a rough paragraph. You’ll almost certainly rewrite it. That’s fine. Starting from something rough is faster than starting from nothing.

Claude tends to handle longer, more structured academic text better than ChatGPT in most cases. Try both on a section and see which output is closer to what you need.

Paraphrasing is another real time-saver. If you’ve written the same idea three different ways trying to get the phrasing right, paste all three into Claude and ask it to pick the clearest version and explain why. It’s a quick sanity check.

One specific workflow that works well: write your results section yourself first — raw, messy, doesn’t matter — then use AI to tighten the transitions and make the paragraph flow more consistently. Don’t outsource the thinking. Use AI to fix the packaging.

For formatting-heavy papers in IEEE conference format or ACM format, you can ask ChatGPT to rewrite a paragraph to match a more formal, third-person academic register. It’s faster than doing it manually, especially when you’re on hour 30 of a 48-hour sprint.

Using AI for Literature Summaries and Gap Analysis

This is where tools like Elicit and Scite.ai genuinely change how fast you can work. Elicit pulls abstracts from research databases and summarizes them against a specific question you type in. So instead of reading 12 abstracts one by one, you get a structured table showing which papers support what claims. That process alone used to take 2–3 hours. Now it takes 20 minutes.

• Semantic Scholar has a similar feature where it clusters related work and shows how papers cite each other. Combine that with ResearchRabbit to map citation networks, and you can spot a genuine research gap without doing a full systematic review.
• Connected Papers is useful here too. Enter one relevant paper and it builds a visual graph of related work. Any isolated cluster with recent papers but sparse cross-citation is often an under-explored area — potential gap.

For summarizing what you’ve found, ChatGPT works well when you paste in 3–4 abstracts and ask: “What’s the common limitation across these studies?” It won’t always get it right, but it gives you a starting framework you can verify yourself in 5 minutes.

Don’t ask AI to find the papers for you. It hallucinates citations — confidently inventing authors, journal names, and DOIs that don’t exist. Use Google Scholar or Semantic Scholar to find the actual sources, then use AI to help you make sense of what you’ve found.

What to Avoid When Using AI (Academic Integrity)

This part matters. A lot.

Most conferences are getting stricter about AI use, and a few now require explicit disclosure. Before you submit, check the conference’s author guidelines. Some IEEE and ACM venues have added specific language about AI-generated content since 2023. Ignoring that is a real risk.

Don’t paste your entire paper into ChatGPT and ask for a rewritten version. Even if the output sounds better, you’ve created a document you didn’t write — and in many cases, that violates the conference’s submission policy.

Run your final draft through a plagiarism checker. Turnitin now has an AI detection layer built in, and many conferences use it. If large chunks of your paper score high on AI detection, reviewers will notice. Write your own sentences. Use AI for structure and suggestions, not for generating the actual academic voice of your argument.

Another practical issue: AI makes up statistics. If it tells you “studies show that 73% of researchers…” — don’t use that without finding the original source. You can’t cite ChatGPT in an APA citation style reference list, and fabricated data will get your paper rejected or retracted.

If you’re working with co-author collaboration, make sure everyone on the team agrees on how AI tools are being used. If one person uses Grammarly for grammar checks and another uses Claude to draft entire sections, that inconsistency becomes a problem when someone reviews the paper before submission.

The short version: AI is a productivity tool, not a ghostwriter. Use it to move faster through tasks you’d do anyway — editing, summarizing, restructuring. Keep the intellectual work yours.

How to Split the Work in 2 Days When You Have a Co-Author

Co-authoring under a 48-hour deadline sounds like it should be easier. Two people, twice the output. In practice, it can go sideways fast if you don’t split responsibilities clearly before anyone writes a single word.

The biggest mistake co-authors make is working on the same sections simultaneously without a shared document structure. You end up with two intros, mismatched citation styles, and an hour lost to merging everything. Don’t do that.

Set Up a Shared Workspace in the First 30 Minutes

Before splitting the work, get into the same file. Google Docs or Overleaf both work well for real-time co-editing. If you’re using LaTeX and submitting to an IEEE or ACM format conference, Overleaf is the cleaner choice — both authors can see live compilation errors and formatting issues as they write.

Create the full IMRAD skeleton first. Every section heading, every subsection placeholder, already in the document. Then assign initials or names next to each section so ownership is clear. No ambiguity about who owns what.

Set up Zotero or Mendeley with a shared library before anyone starts pulling sources. If one author is adding citations manually and the other is using a different reference manager, you’ll waste serious time reconciling it all before submission.

How to Divide the Sections

There’s no single correct split, but this one tends to work:

Author 1 takes ownership of:

• Introduction and research gap framing
• Literature review (this pairs naturally with whoever did the initial Google Scholar and Connected Papers searches)
• Discussion section

Author 2 takes ownership of:

• Methodology
• Results and data presentation
• Conclusion and abstract (draft only — both should revise the abstract together)

The abstract is always a joint effort. It’s the first thing reviewers read, and it needs a single consistent voice. Write it together in the last 2 hours before submission.

Communication Schedule During the 48 Hours

You don’t need constant check-ins. You need scheduled ones.

• Hour 2 (after the outline is done): Quick sync to confirm section ownership and word count targets. If the conference paper word count cap is 6,000 words, agree on roughly how many words each section gets.
• Hour 12 (end of Day 1 morning): Share what’s drafted so far. Flag anything that’s blocked.
• Hour 24 (end of Day 1): Full draft of all sections should exist — even rough ones. This is non-negotiable. You cannot revise what doesn’t exist.
• Hour 36: Both authors read each other’s sections and leave comments. Don’t rewrite each other’s work yet — just flag.
• Hour 44: Final revision pass, tone consistency check, and reference audit.
• Hour 47: Run Turnitin or another plagiarism checker on the merged document. Submit.

The Tone and Citation Consistency Problem

Two authors writing separately almost always produces a document that reads like two documents. One section is dense and passive. Another is punchy and direct. Reviewers notice this.

Set 20 minutes aside around Hour 36 to read the whole paper out loud — or use the Hemingway Editor to spot sections that are dramatically more complex than others. Bring those in line. It doesn’t need to be perfect. It needs to be consistent enough that it reads like one paper.

Citations are the other issue. If Author 1 is using APA citation style and Author 2 is improvising, your reference list will be a mess. Lock in the citation format at the start. Both authors should be pulling references into the same shared Zotero or Mendeley library — not separate ones. If you’re using Overleaf, a shared .bib file solves this entirely.

Using AI Tools Without Creating a Mess

Both authors might reach for ChatGPT or Claude to speed up drafting. That’s fine. But if both of you are independently generating text for the same paper without coordinating, you’ll get overlapping arguments and inconsistent framing.

A clean way to handle it: use Elicit or Semantic Scholar for literature research and source discovery, but keep AI-generated drafting to one author’s workflow at a time, section by section. If Author 1 is using Claude to draft the introduction, Author 2 shouldn’t be separately generating an intro-like framing in the discussion. Read what each other has before generating anything new.

Also — if the conference submission goes through a plagiarism checker on the backend (many do), AI-generated text that’s been lightly edited sometimes flags unexpectedly. Run Grammarly or your institutional Turnitin access on the full merged document before submitting. Not after.

What Happens When One Author Goes Quiet

It happens. Someone’s internet goes out. Someone has a personal emergency. You need a fallback plan.

Agree upfront: if one author is unreachable for more than 3 hours during the 48-hour window, the other author has permission to write rough placeholder content for the missing sections and flag them clearly with comments. “PLACEHOLDER — needs [Name]’s review” is fine. A missing section is not.

Splitting co-author work over 48 hours is genuinely doable. The papers that fail aren’t the ones with two authors — they’re the ones where neither author knew who was responsible for what.

How Long Should Your Paper Be for a 20-Minute Conference Presentation?

The short answer: 4,000 to 6,000 words, not counting references.

But that range depends heavily on the venue, the formatting requirements, and how dense your content actually is. Let’s break it down properly.

The Page Count That Actually Matters

Most conference organizers think in pages, not words. A 20-minute presentation slot typically expects a paper between 6 and 10 pages in the conference’s required format. IEEE conference format papers usually cap at 8 pages. ACM format papers often land between 6 and 10 depending on the track. Some workshops accept 4-page short papers even for 20-minute slots — always check the call for papers.

If you’re writing in LaTeX on Overleaf using a two-column IEEE template, 6 pages fills up faster than you’d expect. A 6-page IEEE paper is roughly 3,500 to 4,500 words of body text. The two-column layout with figures eats space quickly.

Microsoft Word users working in a single-column format might hit 5,000 words before reaching 8 pages. Different tools, same conference, same slot — completely different word counts. This is why chasing a word target alone is a mistake.

The 20-Minute Rule of Thumb

A rough but reliable benchmark: academic presenters cover about 100 to 120 words per minute when speaking in a conference setting. For 20 minutes, that’s roughly 2,000 to 2,400 spoken words in your actual presentation.

Your written paper will be longer. It contains detail, citations, methodology depth, and results that you’ll summarize verbally. The paper isn’t a transcript of your talk — it’s the full record. Expect your paper to be roughly 2 to 3 times the length of what you’ll actually say out loud.

IMRAD Structure and Where the Length Goes

If you’re using IMRAD structure (Introduction, Methods, Results, and Discussion), the word distribution usually looks something like this:

• Abstract: 150–300 words (most venues specify an abstract word limit — check it)
• Introduction: 400–700 words
• Related Work / Literature Review: 600–1,000 words
• Methods: 700–1,200 words
• Results: 600–1,000 words
• Discussion: 500–900 words
• Conclusion: 200–400 words

References don’t count toward the page limit at most venues, but confirm this. Some do count them.

The methods and results sections carry the most weight for a technical conference. Don’t pad the introduction to hit a page count — reviewers notice.

Short Papers vs. Full Papers

Many conferences offer two submission tracks: full papers (the 6–10 page range) and short papers or work-in-progress papers (typically 4–6 pages). A 20-minute slot usually means a full paper was accepted, but some conferences give 20 minutes to short papers too.

If you’re writing in 48 hours and the short paper track is available, it’s worth considering. Four well-argued pages will beat six padded ones every time.

What to Do If You’re Running Long

Cut the literature review first. It’s the section where writers pad most, and reviewers care about it least in a short conference paper. Your citation count doesn’t need to hit 40. Fifteen to twenty highly relevant sources — found through Google Scholar, Semantic Scholar, or Connected Papers — is enough for a 6-page technical paper.

If your methods section is running over, move implementation details to a footnote or a small appendix if the format allows it.

And if you’re still over the page limit at hour 44 of your 48-hour window, don’t start cutting results. Cut transitions, redundant explanations, and anything that restates what a figure already shows clearly.

Quick Editing and Proofreading Checklist Before You Submit

You’ve written the paper. Don’t wreck it now by submitting something sloppy in the final hour. A rushed proofread is still better than none — but you need a system, not just a read-through.

Work through this in order. Each pass has a specific job.

Pass 1: Structure and Logic (15 minutes)

Read only your headings and the first sentence of each paragraph. Ask yourself: does this tell a coherent story?

Check that your paper follows IMRAD structure — Introduction, Methods, Results, and Discussion. If your results section suddenly contains methodology you forgot to move, fix it now. Judges at academic conferences notice structural problems fast.

Make sure your abstract actually matches the paper you wrote. It’s extremely common to write an abstract first, then drift during drafting, and end up with an abstract that promises findings you didn’t deliver. Read them side by side.

Also confirm you’re within the abstract word limit. Most IEEE conference format and ACM format submissions have hard caps — typically 150 to 250 words. Going over by 10 words can trigger a desk rejection.

Pass 2: Argument and Evidence (20 minutes)

Every claim needs a citation or your own data behind it. Go sentence by sentence through your introduction and literature review. If you wrote something like “many researchers have shown that…” and there’s no citation, either add one or rewrite the sentence.

Check that your research gap statement in the introduction connects directly to your conclusion. They should answer each other. If they don’t, one of them is wrong.

Look at your results section. Numbers should match across your tables, figures, and body text. Inconsistencies here — even small ones — destroy credibility.

Pass 3: Citations and References (15 minutes)

If you used Zotero, Mendeley, or EndNote to manage references, generate your final bibliography now and scan it carefully. Auto-generated citations frequently have formatting errors — missing volume numbers, incorrect capitalization in titles, wrong year.

If you’re using APA citation style, confirm that every in-text citation has a matching reference list entry and vice versa. Orphaned citations (cited in text, missing from references) are a common last-minute disaster.

For IEEE or ACM format papers built in Overleaf or LaTeX, compile one final time and check that no citations show up as [?] or undefined references.

Pass 4: Language and Clarity (20 minutes)

Run the paper through Grammarly for basic grammar and spelling. Then paste key paragraphs into Hemingway Editor and look for sentences flagged as very hard to read. You don’t have to fix all of them — but if your methods section reads at a grade 18 level, simplify it.

Pay attention to your passive voice usage. Some passive voice is normal in academic writing. Too much makes the paper feel evasive. “The data were collected” is fine. Three consecutive passive-voice sentences in a row? Rewrite one of them.

Cut filler. Phrases like “it can be seen that” and “as mentioned above” add nothing. Delete them.

Pass 5: Formatting (10 minutes)

Check your conference’s author guidelines one more time — not because you’ve forgotten, but because you probably ignored a detail the first time.

Typical things people miss at this stage:

• Font size or typeface doesn’t match the template (this happens a lot with Microsoft Word submissions where someone copied text from Google Docs)
• Figure captions are above the figure instead of below
• Page margins are wrong
• Headers or footers include content that shouldn’t be in the final submission
• Author names or affiliations are in the wrong format

If you’re submitting a LaTeX file via Overleaf, export the compiled PDF and read that — not the source. What you see in the editor isn’t always what the PDF produces.

Plagiarism Check (10 minutes)

Run the paper through a plagiarism checker before you hit submit. Turnitin is the standard for most institutions, but if you don’t have access, iThenticate or even a free tool will catch obvious problems.

Pay attention to your literature review. If you summarized a source closely and forgot to paraphrase it properly, a checker will catch it. Rewrite any passage with a high similarity score — even if you cited the source, verbatim copying without quotation marks is still a problem.

One practical note: if you used ChatGPT or Claude to help draft sections, read those sections carefully yourself. AI-assisted text occasionally produces phrasing that closely mirrors training data. You’re responsible for what’s in the paper, regardless of how it got there.

Final Submission Check (5 minutes)

Before you upload anything:

• Does the filename match what the submission system expects?
• Are all co-authors listed correctly with their institutional affiliations?
• Did you include keywords if the system requires them?
• Is the submission category correct (full paper, short paper, poster)?

Submit. Then save a copy of the confirmation email.

That’s it. You’re done.

Common Mistakes Everyone Makes When Writing at the Last Minute

Two days is tight. But most papers that fail under deadline pressure don’t fail because of time — they fail because of specific, predictable mistakes that compound each other. Here’s what actually goes wrong.

Trying to Read Everything Before Writing Anything

This one kills more conference papers than anything else. You spend six hours on Day 1 going deeper and deeper into the literature, opening tabs, adding papers to Zotero, reading abstracts on Semantic Scholar, following citation chains on Connected Papers — and by 10pm you haven’t written a single sentence of the actual paper.

Set a hard cutoff. You need 15 to 20 solid sources for most conference papers. Find them, skim them strategically, and stop. The literature review section doesn’t require you to have read everything ever published on the topic. It requires you to accurately place your work relative to the existing conversation.

Writing the Abstract First

Counterintuitive, but this wastes real time. The abstract summarizes what the paper says. If you haven’t written the paper yet, you’re guessing — and you’ll rewrite the abstract three times anyway. Write it last, after the body is done. Most conferences have a strict abstract word limit (150–250 words is typical), and hitting that cleanly is much easier once you actually know what you’re arguing.

Ignoring the Format Requirements Until the End

IEEE conference format and ACM format are not interchangeable. Margins, column layout, heading styles, citation format — they differ. If you’ve been drafting in Google Docs with standard margins and your target conference uses a two-column LaTeX template on Overleaf, reformatting at hour 47 is genuinely painful.

Download the official template on Day 1. Write inside it, or at minimum check your word count and structure against it from the start.

Treating the First Draft Like the Final Draft

Under pressure, there’s a temptation to edit as you write — fixing sentences, adjusting word choice, second-guessing every paragraph. This slows you down dramatically. A messy first draft that covers all sections is worth more than a polished introduction with nothing after it.

Write ugly. Fix it later.

Over-relying on AI Tools for the Wrong Tasks

ChatGPT and Claude are genuinely useful for things like structuring an argument, drafting a methods paragraph from your notes, or suggesting how to frame a research gap. They’re not useful for generating citations, making factual claims about your specific data, or writing your results section. That section has to come from your actual findings.

The failure mode here is subtle — you get paragraphs that sound completely plausible and academic, but they’re either wrong or too generic to pass peer review. Use Elicit or Scite.ai to verify claims. Use AI to help with structure and language, not to invent content.

Skipping the Plagiarism Check

You’ve been reading papers intensively for two days. Phrases stick in your head. You might quote something accidentally without realizing it came from a source you read at 2am. Run Turnitin or whatever checker your institution provides before you hit submit. This isn’t paranoia — it’s a routine step that takes 10 minutes and can save you from a serious problem.

Leaving Submission to the Final Hour

Conference submission portals have a way of malfunctioning at exactly the wrong moment. File size limits, PDF conversion issues, metadata fields that won’t accept your co-author’s name, ORCID validation errors — any of these can eat 30 to 45 minutes.

Aim to have your final PDF ready at least two hours before the actual deadline. That buffer isn’t laziness. It’s how you actually make the deadline.

Underestimating the References Section

In a rush, the references section feels like an afterthought. It isn’t. Reviewers notice inconsistent citation formatting immediately. If you’re using APA citation style, every entry needs to follow it exactly. Mendeley and EndNote can automate most of this, but you still need to verify that imported metadata is correct — DOIs, page numbers, and journal names often import with errors.

Spend 20 minutes on Day 2 going through references line by line. It’s not glamorous. It matters.

Frequently Asked Questions (FAQ)

Can I really write a conference paper in 2 days?

Yes, but with a clear condition — you need to already have your data, results, or core argument ready. Two days is enough time to write and format a paper. It is not enough time to run new experiments, collect new data, or rethink your entire methodology. If you’re starting from scratch with no material, 48 hours won’t save you.

How long does a typical conference paper need to be?

It depends on the venue. Most IEEE and ACM conference papers fall between 4 and 8 pages in double-column format, which translates to roughly 3,000–5,000 words of actual content. Some workshops accept 2-page abstracts. Always check the Call for Papers — the page limit is usually stated clearly, and going over it is an automatic rejection at most venues.

Do I need to use LaTeX, or can I use Word?

Check your conference requirements first. Many IEEE and ACM conferences strongly prefer or require LaTeX via Overleaf. Some conferences accept Microsoft Word submissions, especially in social sciences or education. If LaTeX is required and you’ve never used it, Overleaf has ready-made templates that reduce the learning curve significantly — you’re mostly just filling in sections, not coding from scratch.

How do I find relevant papers fast when I’m short on time?

Start with Google Scholar, then use Connected Papers or ResearchRabbit to visually map related work. Semantic Scholar and Elicit are useful for pulling out key findings without reading entire papers. Focus your literature review on 10–15 highly cited papers directly relevant to your gap. You don’t need 50 references. Quality and relevance matter more than quantity.

What citation manager should I use?

Zotero is the fastest to set up and free. It has a browser extension that captures references in one click and integrates well with both Word and Overleaf. Mendeley and EndNote work too, but Zotero has a lower barrier to entry when you’re in a hurry. Whatever you pick, set it up before you start writing — not after.

Is it okay to use AI tools like ChatGPT or Claude when writing?

Using AI to outline sections, rephrase awkward sentences, or check logic flow is fine and increasingly common. Where you need to be careful is using AI to generate factual claims, literature summaries, or citations — it makes things up. Use tools like Scite.ai to verify that citations actually say what you think they say. Run everything through Grammarly or Hemingway Editor for a final language pass, not as a substitute for your own thinking.

What structure should I follow?

IMRAD. Introduction, Methods, Results, and Discussion. That’s the standard for most scientific conference papers, and reviewers expect it. Some humanities or education conferences use a different structure, but if you’re unsure, IMRAD is a safe default. It also makes writing faster because each section has a clear, defined job.

How strict is the abstract word limit?

Very strict. Most conferences set the abstract limit at 150–250 words, and submission systems often block you from submitting if you go over. Write your abstract last, keep it tight, and don’t pad it with background sentences. State the problem, your method, your key result, and why it matters — that’s it.

What plagiarism checker should I use before submitting?

Turnitin is the gold standard and what most conferences use on the backend. If you don’t have institutional access, iThenticate is the same tool with direct access. Even if you’ve written everything yourself, always run a check — accidental overlap from paraphrased sources happens more than people expect, especially when you’re writing fast.

What if my co-author isn’t pulling their weight at the last minute?

Be direct about it immediately. Split the paper by section, set a shared deadline at least 6 hours before the actual submission deadline, and use Google Docs or Overleaf so you can see edits in real time. Notion works well for tracking who owns what. Waiting and hoping someone catches up is how papers get submitted with half-finished sections.

What happens if I miss the submission deadline?

Most conference portals close hard at the deadline. There’s usually no grace period. If you’re 30 minutes away from finishing and the portal closes, the paper is done for that venue. That’s why everything in this system builds in buffer time. Submit an hour early if you can. A submitted paper with minor imperfections beats a perfect paper stuck on your desktop.

Conclusion: 48 Hours, One Plan, and Your Paper Is Ready

Forty-eight hours is tight. It’s not comfortable. But it works — and thousands of researchers have submitted decent, accepted conference papers in exactly this window.

The difference between a paper that gets done and one that doesn’t isn’t talent. It’s structure. When you follow a fixed hour-by-hour block system across Day 1 and Day 2, you stop making decisions about what to do next and just do it. That mental shift alone saves you three or four hours of staring at a blank screen.

Here’s what the whole process actually comes down to:

Day 1 is about getting words on paper — ugly, incomplete, imperfect words. You lock in your research gap using Google Scholar, Semantic Scholar, or Connected Papers. You build your IMRAD structure before you write a single sentence of real content. You get your citations into Zotero or Mendeley early so you’re not chasing references at midnight. By the end of Day 1, you have a full rough draft. It won’t be good. That’s fine.

Day 2 is where the paper becomes something you can actually submit. You tighten the abstract to fit the conference’s word limit. You check your results section reads clearly without burying the reader in raw numbers. You run it through Grammarly and the Hemingway Editor, format it correctly in Overleaf or Microsoft Word using the IEEE or ACM template, and do a plagiarism check through Turnitin before you hit submit.

That’s it. That’s the whole system.

A Few Things to Remember After You Submit

Check the submission portal confirmation email immediately. Seriously — don’t close the tab until you’ve confirmed the upload went through correctly, your PDF rendered without formatting errors, and all author details are listed right. Formatting issues in LaTeX-generated PDFs are more common than people expect, especially with figure placement in two-column IEEE formats.

If you used AI tools like ChatGPT, Claude, or Elicit during the writing process, be honest with yourself about which sections need the most scrutiny before submission. AI-assisted drafts often sound plausible but vague. Go back through any paragraph an AI touched and ask: is there an actual specific claim here, or just the shape of one?

If you had a co-author, do one final check that the contribution statements and affiliations are correct. That’s the kind of thing that causes real headaches after acceptance.

What Comes After

Once it’s submitted, write down three things while they’re fresh: what slowed you down most, which part of the paper felt weakest, and what you’d research more if you had another week. That note takes ten minutes and turns a stressful two-day sprint into actual learning you can use for the next submission.

You wrote a conference paper in 48 hours. It’s done. That counts for more than a perfect paper that never got finished.