Ep. 52 - Part 1 - November 15, 2023

arXiv research summaries for Computation and Language from November 15, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. Another big research day! Today's research themes (AI summary) Evaluating language grounding and physical reasoning in multimodal language models Assessing knowledge editing capabilities of language models from a relation perspective Identifying limitations of in-context learning, especially for specification-heavy tasks Analyzing gender bias in machine translation from gender-neutral languages Developing methods to estimate confidence and quantify uncertainty in language model predictions