Smart academic search
Search peer-reviewed sources by topic, OECD field of science, or arXiv category. You stay in control of what gets included.
For educators · researchers · students
AI lecture generator from scientific papers
Aulect turns a research paper into a lecture: it searches peer-reviewed articles, extracts their full text, and lets AI compose a structured lecture you can edit and download as a Word (DOCX) document — in minutes, not days. Whether you need a research paper to lecture workflow, a scientific paper to Word export, a DOCX lecture generator, or an academic lecture maker — Aulect handles it.
Try climate policy, quantum cryptography, or generative AI in medicine.
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Everything you need to compose a lecture
From discovery to a polished, ready-to-teach Word document — all in one place.
Full-text extraction
Every PDF is parsed into clean, structured text via GROBID — tables, references, and metadata are filtered out so the AI works on the actual content.
AI composition
Multiple articles are merged into a single coherent lecture, preserving every key fact, name, and figure from the originals.
Word (.docx) export
One click downloads a Word document in Times New Roman 12pt with proper headings — drop it straight into your slides or syllabus.
Real-time progress
Watch each pipeline stage live: which articles are being scraped, classified, and merged — with a streaming progress bar.
Resume any failed run
If an article or LLM call fails, the pipeline checkpoints. Click resume and it picks up exactly from where it left off.
From query to lecture in three stages
A transparent pipeline. You see exactly what is happening at every step.
- Scrape. Search peer-reviewed sources for the most relevant articles on your topic. You pick the count (1–30).
- Classify. Each PDF is downloaded and parsed. Tables, references, and metadata are filtered out — only main text survives.
- Merge. An LLM condenses the corpus into one coherent lecture, preserving every key fact, name, and figure.
From research paper to lecture, in plain terms
However you describe it, Aulect is the tool you are looking for.
Research paper to lecture
Convert one or many scientific papers into a single, teachable lecture with clear sections and headings.
Scientific paper to Word
Export your lecture straight to a Microsoft Word (.docx) file in Times New Roman 12pt — ready to edit and present.
DOCX lecture generator
A DOCX lecture generator that produces a properly formatted document, not a wall of plain text.
Academic lecture maker
An academic lecture maker that builds from peer-reviewed sources, so every lecture is grounded in real research.
PDF to DOCX lecture
Go from a stack of PDF articles to a downloadable DOCX lecture — full-text extraction handles the parsing for you.
Study guide builder
Turn any topic into a structured study guide backed by primary sources for revision, term papers and presentations.
Built for the people who teach and learn
For teachers
Prep next week's lecture in an evening. Generate a first draft from the latest peer-reviewed sources, then edit in Word. Your time goes into pedagogy, not literature search.
For students
Build study guides from primary sources. Turn a topic into a structured summary backed by actual papers — perfect groundwork for term papers, presentations, and exam revision.
For researchers
Onboard new collaborators fast. Generate a quick literature briefing for any sub-topic and share it with new lab members instead of pointing them at a folder of PDFs.
PDF to DOCX lecture
Convert scientific paper PDFs into a downloadable Word (.docx) lecture. Full-text extraction and AI composition turn a stack of papers into one document.
Frequently asked questions
Where do the lectures come from?
Aulect searches peer-reviewed academic sources for articles on your topic, downloads and parses each PDF into clean structured text, and uses an LLM to merge them into a single coherent lecture — preserving facts, names, and figures from the originals.
What output do I get?
A ready-to-teach Word document (.docx) in Times New Roman 12pt with proper headings. You can edit it like any normal Word file, drop it into your slides, or hand it to students directly.
How many articles can I include in a single lecture?
You pick the count between 1 and 30 articles. Three is a good starting point for a focused topic — increase the count for broader coverage at the cost of a slightly longer pipeline run.
Do I need to install anything?
No. Aulect runs entirely in the browser. Sign in with Google, type a search topic, and download the resulting .docx — there is nothing to install.
Is Aulect free?
Yes — daily use is free with no credit card required. There is a daily quota on how many runs you can start; the limit resets at 00:00 UTC.
What happens if a run fails?
The pipeline checkpoints after every step. If an article download or LLM call fails, you can resume the run from where it left off — no need to start from scratch.