Ep. 44 - November 7, 2023

arXiv research summaries for Computation and Language from November 7, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. Today's research themes (AI summary) Improving language model performance through prompt engineering and auxiliary memories Evaluating model capabilities and biases through targeted perturbations and human preference alignment Extracting structured knowledge from unstructured text through multi-task learning and graph representations Analyzing model architectures to identify shared computational patterns across tasks Mitigating model harms through adversarial attacks and vulnerability analyses