Ep. 71 - December 4, 2023

arXiv NLP research summaries for December 4, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. Today's research themes (AI summary) Evaluating language models on ability to generate educational math questions and solve programming problems. Techniques to improve language model reasoning like providing additional context, communication between models, and self-critiquing outputs. Methods to detect machine generated text and model grounding abilities. Understanding media coverage patterns and news ecosystem dynamics with article similarity models. Leveraging open source code to train performant and unbiased language models for code.