Long-range Dependency
The ability of a model to capture and utilize information from distant parts of the input sequence.
Description
Long-range dependency refers to the ability of a model to capture and utilize information from distant parts of an input sequence. In natural language processing, this is crucial for understanding context, resolving references, and maintaining coherence over long passages of text. Traditional recurrent neural networks often struggle with long-range dependencies due to the vanishing gradient problem, which led to the development of architectures like LSTMs and Transformers that are better equipped to handle these dependencies.
Examples
- 👥 Understanding pronoun references across paragraphs
- 📚 Maintaining plot consistency in long-form text generation
Applications
Related Terms
🚀 Launch Your Startup in Days, Not Weeks!
Supercharge your SaaS or AI tool development with ShipFast
Key Features:
NextJS Boilerplate
Production-ready setup with essential integrations
Payment Processing
Stripe & Lemon Squeezy integration
Authentication
Google OAuth & Magic Links for secure login
Databases
MongoDB & Supabase integration
Email Integration
Mailgun setup for transactional emails
UI Components
Ready-to-use components and animations
Time Saved:
- ✅ 4 hours on email setup
- ✅ 6 hours on landing page design
- ✅ 4 hours handling Stripe webhooks
- ✅ 2 hours on SEO tag implementation
- ✅ 3 hours on DNS record configuration
🎉 Limited Time Offer: $100 off for the next 12 visionaries! Only 12 spots left!
"I shipped in 6 days as a noob coder... This is awesome!" - Happy ShipFast User
"ShipFast helped me launch my AI tool and reach $450 MRR in just 10 days!" - Christian H.
Featured
Raycast
Your shortcut to everything
Luma AI
Dream Machine
Movavi
AI-powered video editing tool
AI Content Detector by Leap AI
Use our free AI Content detector to analyze text and see if it was generated by AI or not. AI Checker tool, 100% free forever.
AI Paraphrasing Tool by Leap AI
Rephrase any text in seconds with this free AI paraphrasing tool. Rewrite, edit and change the tone of sentences with ease.
Groq
A GroqLabs AI Language Interface.
Luma AI by Serviceaide
Activate AI for your Enterprise
QuillBot
QuillBot AI
Runway
Tools for human imagination
Supermaven
Free AI Code Completion
Capital Companion
Adding an AI Edge to Trading and Investing
Perplexity
Where knowledge begins
Midjourney
Create AI generated images from a text prompt
Easy Folders
All-in-one Chrome extension for ChatGPT & Claude.
ChatPDF
Chat with any PDF - Your PDF AI to ask your PDF anything
v0.dev
Generate UI with simple text prompts. Copy, paste, ship.
Vidnoz AI
Free AI Video Generator
Gemini
Chat to supercharge your ideas - Google
![FLUX.1 [pro]](https://cdn.brouseai.com/logo/LjKDkTabCoBjQ9yqT998X.png){kind=logo}
FLUX.1 [pro]
State-of-the-art image generation with top of the line prompt following, visual quality, image detail and output diversity.
Kling AI
Next-Generation AI Creative Studio
![FLUX.1 [schnell]](https://cdn.brouseai.com/logo/gAATMVVzTB-BCugiC3hVp.png){kind=logo}
FLUX.1 [schnell]
The fastest image generation model tailored for local development and personal use
VEED.IO
AI Video Editor - Fast, Online, Free
![FLUX.1 [dev]](https://cdn.brouseai.com/logo/B6GQOp69ZOm-Zte81GQnv.png){kind=logo}
FLUX.1 [dev]
A 12 billion parameter rectified flow transformer capable of generating images from text descriptions
Undetectable AI
AI Detector, AI Checker, & AI Humanizer
Cursor
The AI Code Editor
Vercel AI SDK
The AI Toolkit for TypeScript
Lunary AI
The production platform for LLM apps.
Midday
Run your business smarter
Taskade
AI-Powered Productivity. A Second Brain for Teams
