Articles by tag: NLP

Quinex AI extracts numerical data from articles with 98% accuracy

The Quinex framework automatically finds numbers and units of measurement in scientific texts, accelerating literature review. 98% F1 accuracy. Open source.

Cloud AI Solutions: Case from Yandex Meetup — 60 chars

How Developers Created an AI Application in a Few Hours at the Yandex About:Cloud Infrastructure Meetup. Analysis of Architecture, Technologies, and Key Takeaways. Learn the Details!

Fine-tuning AI for technical writing: lessons after failure | IT Practice

How to personalize a language model for technical content. Practical steps for fine-tuning, hyperparameter tuning, and quality evaluation. Learn how to avoid failures.

NER for resumes: Guide to implementation in HR systems | IT Practice

Step-by-step guide to implementing Named Entity Recognition for resume processing. Technical details of data labeling, model selection, and production deployment.

AI Detectors in 2026: Real Accuracy and Vulnerabilities | ICLR Analysis

ICLR 2026 Rejections Analysis: Why AI Detectors Show 65-88% Accuracy Against Claimed 99%. How to Bypass Systems in 30 Seconds and Systemic Error Against Non-Native English Speakers.

Poetry Analysis in Python: Rhyme Search and Particle Frequency

Breaking Down Poem Analysis Algorithms in Python: Regular Expressions for Particles, Rhyme Search Heuristics, and Metrics Interpretation. Read the Technical Breakdown.

Speech Recognition: 80% Accuracy Limit

Learn why speech recognition systems haven't exceeded 80% accuracy for 25 years. Semantics, grammar, and context as barriers. For developers: analysis of problems and solutions. Read the details.

Style Voice in News Rewrite: Rule Limits

Analysis of why aspect profiles do not convey text intonation in automatic rewrite. Tests on real cases, pipeline improvements. For NLP system developers — read the details.

Embeddings and text clustering: how a computer understands meaning

Find out how GloVe embeddings and the K-Means algorithm allow computers to categorize texts with 99% accuracy. Practical guide for developers.

Russian-language AI for X-ray analysis: assembling ViT + ruGPT-3 model

Practical guide to creating a multimodal AI model for generating medical reports in Russian. Study the architecture, data preparation, and training.