Ep. 58 - November 21, 2023

arXiv NLP research summaries for November 21, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. Today's research themes (AI summary) Detecting machine-generated text to avoid misuse and properly attribute authorship Evaluating language models on multilingual tasks including low-resource and code-mixed languages Developing metrics to evaluate synthetic text generation quality and variability Enhancing language models with specialized domains like chemistry and math Pursuing algorithmic fairness in text classification across demographic groups