LLM-as-a-Judge: Can Language Models Be Trusted to Evaluate Other Models?
April 30, 2025admin NUAI,Committee,News,Uncategorized(0)Exploring the promise, pitfalls, and practical applications of using LLMs to automate AI evaluation — from synthetic...
LLM-as-a-Judge for Reference-less Automatic Code Validation and Refinement for Natural Language to Bash in IT Automation
June 16, 2025admin NUAI,Committee,News,Uncategorized(0)arXiv:2506.11237v1 Announce Type: cross Abstract: In an effort to automatically evaluate and select the best...
LLM Prompt Duel Optimizer: Efficient Label-Free Prompt Optimization
January 29, 2026admin NUAI,Committee,News,Uncategorized(0)arXiv:2510.13907v2 Announce Type: replace Abstract: Large language models (LLMs) are highly sensitive to prompts, but...
LLM Probing with Contrastive Eigenproblems: Improving Understanding and Applicability of CCS
November 5, 2025admin NUAI,Committee,News,Uncategorized(0)arXiv:2511.02089v1 Announce Type: cross Abstract: Contrast-Consistent Search (CCS) is an unsupervised probing method able to...
LLM Orchestration Frameworks Compared: LangChain vs. LlamaIndex vs. Raw API Calls
July 9, 2026admin NUAI,Committee,News,Uncategorized(0)The default assumption in most LLM developer communities is that you start with raw API...
LLM or Human? Perceptions of Trust and Information Quality in Research Summaries
January 23, 2026admin NUAI,Committee,News,Uncategorized(0)arXiv:2601.15556v1 Announce Type: cross Abstract: Large Language Models (LLMs) are increasingly used to generate and...
LLM one-shot style transfer for Authorship Attribution and Verification
October 16, 2025admin NUAI,Committee,News,Uncategorized(0)arXiv:2510.13302v1 Announce Type: new Abstract: Computational stylometry analyzes writing style through quantitative patterns in text...
LLM Observability Tools for Reliable AI Applications
May 12, 2026admin NUAI,Committee,News,Uncategorized(0)Large language models (LLMs) now power everything from customer service bots to autonomous coding agents...
LLM Evaluation Frameworks Compared: How to Actually Measure What Your Model Does
July 14, 2026admin NUAI,Committee,News,Uncategorized(0)In this article, you will learn how to evaluate LLM applications using the three dominant...
