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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...

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning

arXiv:2507.08496v1 Announce Type: new Abstract: While large language models (LLMs) have advanced procedural planning for...

LlamaIndex Releases LiteParse: A CLI and TypeScript-Native Library for Spatial PDF Parsing in AI Agent Workflows

In the current landscape of Retrieval-Augmented Generation (RAG), the primary bottleneck for developers is no...

LlamaIndex ‘legal-kb’: Agentic Retrieval over Index v2 with retrieve, find, read, and grep Tools

LlamaIndex has published legal-kb, a public reference application on GitHub. It is described as a...

LlamaAgents Builder: From Prompt to Deployed AI Agent in Minutes

Creating an AI agent for tasks like analyzing and processing documents autonomously used to require...

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs

arXiv:2505.09338v1 Announce Type: new Abstract: We observe a novel phenomenon, contextual entrainment, across a wide...

Live-SWE-agent: Can Software Engineering Agents Self-Evolve on the Fly?

arXiv:2511.13646v1 Announce Type: cross Abstract: Large Language Models (LLMs) are reshaping almost all industries, including...

Listen to Earth’s rumbling, secret soundtrack

The boom of a calving glacier. The crackling rumble of a wildfire. The roar of...

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