Ep. 43 - November 6, 2023

arXiv research summaries for Computation and Language from November 6, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. Today's research themes (AI summary) Improving text-to-SQL and knowledge base question answering with large language models via in-context learning. Leveraging large language models for zero-shot bilingual app review mining and abstractive summarization. Detecting artificially generated text with efficient model ensembles. Incorporating categorical labels and syntactic information to enhance biomedical named entity recognition. Analyzing model architectures for modeling human annotation variation and subjectivity in tasks like argument quality assessment.