A Decomposition-Based Approach for Evaluating and Analyzing Inter-Annotator Disagreement
6月 11, 2025admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2206.05446v2 Announce Type: replace Abstract: We propose a novel method to conceptually decompose an existing...
A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
6月 10, 2025admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2504.15585v4 Announce Type: replace-cross Abstract: The remarkable success of Large Language Models (LLMs) has illuminated...
A Complete End-to-End Coding Guide to MLflow Experiment Tracking, Hyperparameter Optimization, Model Evaluation, and Live Model Deployment
3月 1, 2026admin NUAI,Committee,ニュース,Uncategorized(0)In this tutorial, we build a complete, production-grade ML experimentation and deployment workflow using MLflow...
A Comparison of Traditional Machine Learning Algorithms and LSTM-Based Deep Learning Models for Email Sentiment Analysis
5月 6, 2026admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2605.03440v1 Announce Type: new Abstract: The rapid growth of electronic communication has necessitated more robust...
A Coding Tutorial on Datashader on Rendering Massive Datasets with High-Performance Python Visual Analytics
4月 26, 2026admin NUAI,Committee,ニュース,Uncategorized(0)In this tutorial, we explore Datashader, a powerful, high-performance visualization library for rendering massive datasets...
A Coding Tutorial for Running PrismML Bonsai 1-Bit LLM on CUDA with GGUF, Benchmarking, Chat, JSON, and RAG
4月 19, 2026admin NUAI,Committee,ニュース,Uncategorized(0)In this tutorial, we implement how to run the Bonsai 1-bit large language model efficiently...
A Coding Implementation to Training, Optimizing, Evaluating, and Interpreting Knowledge Graph Embeddings with PyKEEN
2月 1, 2026admin NUAI,Committee,ニュース,Uncategorized(0)In this tutorial, we walk through an end-to-end, advanced workflow for knowledge graph embeddings using...
A Coding Implementation to Parsing, Analyzing, Visualizing, and Fine-Tuning Agent Reasoning Traces Using the lambda/hermes-agent-reasoning-traces Dataset
5月 2, 2026admin NUAI,Committee,ニュース,Uncategorized(0)In this tutorial, we explore the lambda/hermes-agent-reasoning-traces dataset to understand how agent-based models think, use...
A Coding Implementation to Establish Rigorous Prompt Versioning and Regression Testing Workflows for Large Language Models using MLflow
2月 9, 2026admin NUAI,Committee,ニュース,Uncategorized(0)In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply...
