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1. How to Implement the LLM Arena-as-a-Judge Approach to Evaluate Large Language Model Outputs

   This tutorial explores implementing the LLM Arena-as-a-Judge approach to evaluate large language model outputs using head-to-head comparisons. It demonstrates using OpenAI’s GPT-4.1 and Gemini 2.5 Pro, judged by GPT-5, in a customer support scenario.

   2025-08-26 Tags: llm, arena-as-a-judge, evaluation, openai, gpt-4, gemini, gpt-5, deepeval, machine learning by klotz
2. Topic Model Labelling with LLMs

   Python tutorial for reproducible labeling of cutting-edge topic models with GPT4-o-mini. The article details training a FASTopic model and labeling its results using GPT-4.0 mini, emphasizing reproducibility and control over the labeling process.

   2025-07-15 Tags: llm, machine learning, nlp, python, topic modeling, fastopic, turftopic, gpt-4, classification by klotz
3. Researchers test AI systems' ability to solve the New York Times' connections puzzle

   Researchers from NYU Tandon School of Engineering investigated whether modern natural language processing systems could solve the daily Connections puzzles from The New York Times. The results showed that while all the AI systems could solve some of the puzzles, they struggled overall.

   2024-05-15 Tags: connections, puzzle, nyu, nlp, llm, gpt-3.5, gpt-4, bert, roberta, mpnet, minilm, ieee, games by klotz

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