NeuroSpell

NeuroSpell: Universal Auto-Corrector (Deep Learning)

NeuroSpell is a universal, AI-powered auto-corrector designed to improve text quality across multiple languages. It operates as a language-optimized proofreading and correction system with extensive language support, domain customization, and deployment options. It can be used for EU-wide industrial applications, writing aid, proofreading, OCR correction, translation support, and real-time or batch text enhancements. It can be trained on domain-specific vocabulary and can be deployed On-Premise to keep data inside your intranet. It also offers bilingual capabilities (NeuroBiSpell Ultimate Translation Checker) for translation QA and auto-correction.

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Key Capabilities

• Deep learning-based spelling, grammar, punctuation, style, and formatting corrections
• Large set of supported languages with per-language capability indicators (e.g., correctness, phrasing, fluency, terminology, etc.)
• Domain-specific vocabulary and sentence structure customization
• On-Premise deployment option to ensure data never leaves your intranet
• Translation QA and bilingual support (NeuroBiSpell) for translation-check and auto-correct
• Robust handling of complex language phenomena: elisions, complex flexions, non-native errors, proper nouns, acronyms, etc.
• Configurable correction levels and rule-based vs neural guidance
• Named-Entity Recognition support (persons, places, organizations, etc.)
• Supports error correction for OCR- or transcription-derived text
• Broad language coverage including European languages and many others
• Cross-language translation and proofreading workflows (NeuroBiSpell + NeuroSpell integration)

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How It Works

1. The tool receives input text and a target language (and optionally domain hints and vocab lists).
2. Neural models perform spelling, grammar, punctuation, style, and formatting corrections, while rule-based checks apply language-specific constraints.
3. Optional domain adaptation and bilingual QA checks refine outputs for consistency with domain terminology.
4. Corrections can be applied in-process or as part of a larger multilingual pipeline, with on-premise processing available.

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Language and Version Details

• Supports a wide range of languages (example: English, Spanish, German, French, Italian, Portuguese, Dutch, Danish, Swedish, Finnish, Norwegian, Russian, Turkish, Hindi, Hebrew, Arabic, Chinese, Japanese, Korean, and more).
• Language-specific capabilities include spelling, grammar, style, punctuation, formatting, named-entity recognition, and domain-appropriate corrections.

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Safety and Privacy Considerations

• On-Premise deployment option to keep data within your intranet.
• If used via cloud, data may be stored temporarily for improvement; ensure alignment with privacy policies.

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Core Features

• Deep learning-based auto-correction for spelling, grammar, punctuation, style, and formatting
• Large multilingual support with language-specific capabilities
• Domain-specific vocabulary training and customization
• On-Premise deployment to keep data inside your network
• Translation QA and bilingual auto-correction capabilities (NeuroBiSpell)
• OCR error correction and text enrichment for de-noising and quality improvement
• Named-Entity Recognition to preserve proper nouns and domain terms
• Configurable correction levels and mixed rule-based/neural approaches
• Supports batch processing and integration into larger workflows