From XAI to Stories: A Factorial Study of LLM-Generated Explanation Quality
3月 16, 2026admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2601.02224v2 Announce Type: replace Abstract: Explainable AI (XAI) methods like SHAP and LIME produce numerical...
From Text to Tables: Feature Engineering with LLMs for Tabular Data
3月 10, 2026admin NUAI,Committee,ニュース,Uncategorized(0)While large language models (LLMs) are typically used for conversational purposes in use cases that...
From terabytes to insights: Real-world AI obervability architecture
8月 10, 2025admin NUAI,Committee,ニュース,Uncategorized(0)GUEST: Consider maintaining and developing an e-commerce platform that processes millions of transactions every minute...
From Surveys to Narratives: Rethinking Cultural Value Adaptation in LLMs
9月 17, 2025admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2505.16408v2 Announce Type: replace Abstract: Adapting cultural values in Large Language Models (LLMs) presents significant...
From Roots to Rewards: Dynamic Tree Reasoning with Reinforcement Learning
9月 23, 2025admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2507.13142v3 Announce Type: replace-cross Abstract: Modern language models address complex questions through chain-of-thought (CoT) reasoning...
From RLHF to Direct Alignment: A Theoretical Unification of Preference Learning for Large Language Models
1月 13, 2026admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2601.06108v1 Announce Type: cross Abstract: Aligning large language models (LLMs) with human preferences has become...
From prompt chaos to clarity: How to build a robust AI orchestration layer
6月 19, 2025admin NUAI,Committee,ニュース,Uncategorized(0)Choosing orchestration frameworks can be overwhelming, but some experts believe there are best practices to...
From Pretraining to Post-Training: Why Language Models Hallucinate and How Evaluation Methods Reinforce the Problem
9月 7, 2025admin NUAI,Committee,ニュース,Uncategorized(0)Large language models (LLMs) very often generate “hallucinations”—confident yet incorrect outputs that appear plausible. Despite...
From Perception to Action: The Role of World Models in Embodied AI Systems
7月 12, 2025admin NUAI,Committee,ニュース,Uncategorized(0)Introduction to Embodied AI Agents Embodied AI agents are systems that exist in physical or...
