Conference template shelf

Multi-user collaboration

Unlimited local compile

AI-native writing UX

LLM-Native Research Writing

Write top‑tier papers in plain language.

Otterflow is a research paper writing assistant that turns natural-language instructions into LaTeX-ready manuscript changes. Start from real conference templates, not a blank file.

Ask for an abstract, rewrite, rebuttal pass, or cleaner bibliography.

Keep literature, local data, citations, and revisions inside one writing flow.

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Section 3.2 · Evidence-grounded inference

Reasoning quality improves when retrieval traces stay grounded in source evidence.

We anchor the long-context claim in prior work and keep the citation visible inside the manuscript flow instead of sending the writer to a separate references workflow.

BibTeX readyREADY TO IMPORT

@inproceedings{reasoners2026,
  title={Scaling Laws for Reasoners},
  booktitle={NeurIPS}
}

Citation Flow

Find papers, keep BibTeX, place citations where the argument needs them.

Otterflow can turn literature search and paper selection into citation-ready manuscript operations. The goal is not another tab full of references. The goal is a stronger paragraph with the citation already in place.

Paper discovery to BibTeX-ready records

Inline citations and references placed back into the draft

Natural-language tasks

Draft the abstract from these contributions.

Manuscript sections

GENERATING...

01Abstract

02Related Work

03Rebuttal

Intelligent By Default

Tell Otterflow the paper task. It handles the mechanics.

Describe the writing move in ordinary language. The LLM interprets the scholarly intent, plans the section-level change, and pushes the manuscript forward without forcing you to think like an editor or a formatter.

Draft abstract, related work, method updates, and rebuttal edits

Paper-aware writing behavior instead of generic chat responses

NeurIPS 2026

ready

OFFICIAL TEMPLATE

Submission-ready structure

Ready For Real Venues

Start from the template the venue actually expects.

Open a ready-made paper skeleton for NeurIPS, ICLR, ICML, ACL, CVPR, and other conference styles, then move directly into drafting instead of rebuilding the structure from scratch.

Submission-shaped layouts from the first minute

A faster path from idea to conference-ready draft

DeepResearchSRL-001

search papersSTATUS: VERIFIED // ID_672

inspect abstractsSTATUS: PROCESSING // BUFF_OK

extract evidenceSTATUS: PENDING // WAIT_04

System State: StableERR: 0.00%

Local CSV

SPREADSHEET_MODE

METRIC

VALUE

DELTA

F1_SCORE

0.834

+2.4%

PRECISION

0.812

-0.5%

RECALL

0.856

+1.8%

LATENCY

1.82s

STABLE

THROUGHPUT

124/s

+4.1%

ERR_RATE

0.00%

0.0%

Chart + table draft

SCALE: 1:0.5

VERIFIED OBSERVATION

Result paragraphPerformance gains remain strongest on long-context benchmarks.

Evidence To Manuscript

Blend DeepResearch and local CSV files into the manuscript.

Run deep research for source discovery, then bring local data into the same writing loop. Otterflow helps turn findings into tables, figures, result paragraphs, and sharper claims.

DeepResearch for grounded literature and source review

CSV to table, chart, caption, and results-section workflow

Desktop Distribution

Bring Otterflow into the writing loop.

Otterflow is now available on macOS and Windows. Use this page to go straight to platform-specific downloads, installs, and update paths.

macOS

Now available

Built for manuscript-first writing workflows on Apple laptops and desktops.

Checking latest build...

Windows