Curation - YouZum

6 月 11, 2025admin NUAI,Committee,新闻,Uncategorized0

A Decomposition-Based Approach for Evaluating and Analyzing Inter-Annotator Disagreement

arXiv:2206.05446v2 Announce Type: replace Abstract: We propose a novel method to conceptually decompose an existing...

6 月 10, 2025admin NUAI,Committee,新闻,Uncategorized0

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment

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

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

arXiv:2605.03440v1 Announce Type: new Abstract: The rapid growth of electronic communication has necessitated more robust...

4 月 26, 2026admin NUAI,Committee,新闻,Uncategorized0

A Coding Tutorial on Datashader on Rendering Massive Datasets with High-Performance Python Visual Analytics

In this tutorial, we explore Datashader, a powerful, high-performance visualization library for rendering massive datasets...

4 月 19, 2026admin NUAI,Committee,新闻,Uncategorized0

A Coding Tutorial for Running PrismML Bonsai 1-Bit LLM on CUDA with GGUF, Benchmarking, Chat, JSON, and RAG

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

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

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

In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply...

2 月 16, 2026admin NUAI,Committee,新闻,Uncategorized0

A Coding Implementation to Design a Stateful Tutor Agent with Long-Term Memory, Semantic Recall, and Adaptive Practice Generation

In this tutorial, we build a fully stateful personal tutor agent that moves beyond short-lived...

11 月 11, 2025admin NUAI,Committee,新闻,Uncategorized0

A Coding Implementation to Build and Train Advanced Architectures with Residual Connections, Self-Attention, and Adaptive Optimization Using JAX, Flax, and Optax

In this tutorial, we explore how to build and train an advanced neural network using...

3 月 22, 2026admin NUAI,Committee,新闻,Uncategorized0

A Coding Implementation to Build an Uncertainty-Aware LLM System with Confidence Estimation, Self-Evaluation, and Automatic Web Research

In this tutorial, we build an uncertainty-aware large language model system that not only generates...

新闻

A Decomposition-Based Approach for Evaluating and Analyzing Inter-Annotator Disagreement

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment

A Complete End-to-End Coding Guide to MLflow Experiment Tracking, Hyperparameter Optimization, Model Evaluation, and Live Model Deployment

A Comparison of Traditional Machine Learning Algorithms and LSTM-Based Deep Learning Models for Email Sentiment Analysis

A Coding Tutorial on Datashader on Rendering Massive Datasets with High-Performance Python Visual Analytics

A Coding Tutorial for Running PrismML Bonsai 1-Bit LLM on CUDA with GGUF, Benchmarking, Chat, JSON, and RAG

A Coding Implementation to Training, Optimizing, Evaluating, and Interpreting Knowledge Graph Embeddings with PyKEEN

A Coding Implementation to Parsing, Analyzing, Visualizing, and Fine-Tuning Agent Reasoning Traces Using the lambda/hermes-agent-reasoning-traces Dataset

A Coding Implementation to Establish Rigorous Prompt Versioning and Regression Testing Workflows for Large Language Models using MLflow

A Coding Implementation to Design a Stateful Tutor Agent with Long-Term Memory, Semantic Recall, and Adaptive Practice Generation

A Coding Implementation to Build and Train Advanced Architectures with Residual Connections, Self-Attention, and Adaptive Optimization Using JAX, Flax, and Optax

A Coding Implementation to Build an Uncertainty-Aware LLM System with Confidence Estimation, Self-Evaluation, and Automatic Web Research

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