ข่าว
LLM-as-a-Judge for Reference-less Automatic Code Validation and Refinement for Natural Language to Bash in IT Automation
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
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
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
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
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
arXiv:2510.13302v1 Announce Type: new Abstract: Computational stylometry analyzes writing style through quantitative patterns in text...
LLM Observability Tools for Reliable AI Applications
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
In this article, you will learn how to evaluate LLM applications using the three dominant...
LLM Embeddings vs TF-IDF vs Bag-of-Words: Which Works Better in Scikit-learn?
Machine learning models built with frameworks like scikit-learn can accommodate unstructured data like text, as...
LLM BiasScope: A Real-Time Bias Analysis Platform for Comparative LLM Evaluation
arXiv:2603.12522v1 Announce Type: new Abstract: As large language models (LLMs) are deployed widely, detecting and...
LLM as Graph Kernel: Rethinking Message Passing on Text-Rich Graphs
arXiv:2603.14937v3 Announce Type: replace-cross Abstract: Text-rich graphs, which integrate complex structural dependencies with abundant textual...
LLM as a Meta-Judge: Synthetic Data for NLP Evaluation Metric Validation
arXiv:2603.09403v1 Announce Type: new Abstract: Validating evaluation metrics for NLG typically relies on expensive and...
