#natural language processing
Natural Language Processing: 18 AI articles covering natural language processing news, analysis, and research
Articles
Using the GitHub Copilot SDK for Java⭐9
Integrate GitHub's AI code completion into Java apps with the Copilot SDK. Learn setup, authentication, and core usage for Java 17+.
IMDb Sentiment Analysis with DistilBERT LoRA, TF-IDF Baselines,⭐9
Explore IMDb sentiment analysis with DistilBERT LoRA, TF-IDF baselines, calibration, robustness tests, and semi-supervised learning.
Imbalanced Data Clustering via Targeted Data Augmentation Using⭐7
Explore a novel method combining GMMs and LLMs for targeted data augmentation, improving clustering on imbalanced text datasets by enriching underrepresented cl...
Prompt Chaining in Practice: A Case Study in Automated Scholarly⭐9
Prompt chaining boosts reliability to 100% vs 50% for single-shot LLMs in scholarly report generation, with higher ROUGE-L F1 (0.507 vs 0.486).
Alexa Plus Gets AI Upgrade to Handle Complex Instructions⭐8
Amazon's Alexa Plus gets a major AI upgrade, enabling complex multi-step commands across 100K+ smart home devices with enhanced natural language processing and ...
ClickGuard: Detecting and Spoiling Clickbait News with⭐7
ClickGuard uses a hybrid AI system with Transformer models and a 'baitness' score to detect clickbait, achieving 91% F1-score. It provides real-time
Which Tokens Does a Hybrid Model Predict Better?⭐9
Hybrid models excel at predicting rare, domain-specific tokens and structured data (numbers, code), improving accuracy by up to 15% versus dense models.
Google Bets on Gemini to Reinvent the Smart Home Speaker⭐8
Google reinvents the smart speaker with Gemini, enabling natural conversations, multi-step commands, and corrections. The $99.99 Google Home Speaker launches in...