Slideshow
Works on Substack, Medium, Reddit, Wikipedia & Custom Blogs

Turn 3,000-word walls of text into calm, focused slides.

Say goodbye to infinite scrolling fatigue and eye strain. Read long-form essays in bite-sized, distraction-free cards with Apple Books-grade typography, instant zoom, and zero tracking.

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Experience It in Your Browser

Click around below. Toggle fonts and reading themes, flip slides, and see how clean essay reading feels.

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Language Models for Text Classification: From Bag-of-Words to Modern Transformers
SRSebastian Raschka, PhD·SEP 29, 2026

Language Models for Text Classification: From Bag-of-Words to Modern Transformers

For decades, text classification relied on rigid keyword counting and naive Bayes assumptions. When modern transformer attention arrived, everything changed: sentences were no longer bags of isolated words, but fluid contextual relationships.

1 / 4~4 min left
Supercharged Reading

Built for Serious Readers & Thinkers

Every feature was designed to reduce cognitive friction, improve memory retention, and make deep essays pleasurable to read.

Typography

Apple Books-Grade Typography

Engineered for long-form immersion. Enjoy fine-tuned line heights, optimal reading measure, and hand-crafted Paper Light, Warm Sepia, and Midnight Dark palettes.

Popular
Focus

Focus Mode & Reading Ruler

Eliminate visual clutter. The Reading Ruler highlights one line at a time to keep your eyes locked in, while Focus Mode dims non-active text and sidebars.

New
Social

Save Slide as Quote Card

Transform profound insights into Ray.so-grade quote cards. Customize gradients, shadow padding, and export directly as high-res PNG for X, LinkedIn, or notes.

New
Hands-Free

Auto-Pacing / Metronome Mode

Sit back and let articles advance automatically. Set your preferred reading speed (200 to 500 WPM) with smart pacing adjusted for paragraph density.

Navigation

Sidebar Outline & On-Page TOC

Navigate nested H1-H4 headings with a Notion-style collapsible outline. Dock it to the left or right margin, jump between sections, or launch slides in 1 click.

Organization

Tidy Open Tabs Queue

Have 30 newsletter tabs open? Import them into your calm reading queue with 1 click, close memory-heavy tabs, and resume right where you left off.

Encyclopedia

Wikipedia Infobox Quick Facts

Reads complex Wikipedia articles seamlessly. Biographical facts, dates, spouses, occupations, and images format into clean, dedicated overview cards.

Media

High-Res Lightbox & LaTeX Math

Click any diagram or chart to inspect full-size with smooth zoom. Complex mathematical formulas render crisply with native KaTeX acceleration.

Sync

Offline Reading & Progress Memory

Never lose your spot. Your slide progress, highlighted quotes, and personal marginalia sync across your browser tabs automatically.

Audio

Built-in Text-to-Speech (TTS)

Listen to long essays while working or cooking. Supports native system voices, variable speed, and auto-scrolling sentence highlights.

The Pain of Modern Long-Form Reading

Web newsletters were meant to share deep insights, but modern browser scrolling feels like exhausting homework.

The Scrolling Nightmare

Infinite Scroll Fatigue

  • •Losing your place constantly: One accidental swipe or tab switch, and you have to hunt through 20 pages of text.
  • •No sense of completion: A tiny 5% scrollbar thumb makes deep articles feel exhausting before you even begin.
  • •Eye strain & clutter: Sticky headers, floating subscription modals, and sidebars fight for your cognitive bandwidth.
The Slideshow Experience

Calm, Bite-Sized Reading Cards

  • •One idea per card: Smart chunking breaks essays into digestible paragraphs and natural narrative boundaries.
  • •Clear progress at a glance: Exact slide numbers (`Slide 12 of 24`) and estimated minutes left give you a real sense of pacing.
  • •Apple Books aesthetics: Zero distracting banners. Focus entirely on the author's prose with distraction-free typography.
Simple, Honest Pricing

Start Free. Upgrade for Power Reading.

The core reading experience is 100% free with zero ads. Power readers can unlock advanced quote card exports, auto-pacing, and batch reading tools.

Core Reader

Everything you need for calm, distraction-free reading.

$0/ forever free
  • Unlimited Substack, Medium & Reddit reading
  • Paper Light, Warm Sepia & Midnight Dark themes
  • Focus Mode & Reading Ruler guide
  • Smart heading outline & on-page table of contents
  • 100% on-device privacy (Zero telemetry or tracking)
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Pay Once • Forever

Pro Lifetime Pass

For researchers, writers, and knowledge workers.

$19one-time purchase
  • Everything in Free
  • Save Slide as Quote Card: Ray.so-grade PNG exports
  • Auto-Pacing / Metronome Mode: Hands-free reading
  • Tidy Open Tabs: 1-click batch reading queue
  • 3 Device Activations: Use on all your browsers
  • Lifetime priority updates & new feature access
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Got Questions?

Frequently Asked Questions

Simply press Alt+S (Option+S on macOS) or click the extension puzzle piece in your browser toolbar. If the on-page floating outline is enabled, you can also click the "Read as slides" pill right on the article.

Ready for a Better Reading Experience?

Install Slideshow Reader today and finish your reading list in peace.