Ep. 48 - November 11, 2023
from TechcraftingAI NLP Hosted by Brad Edwards
arXiv research summaries for Computation and Language from November 11, 2023. You can find summaries and links to each article here. Today's research themes (AI summary) Improving language model performance on out-of-distribution data through techniques like counterfactual data augmentation. Mitigating language model bias and toxicity at inference time without impacting translation quality. Using prompts and demonstrations to enable few-shot learning for tasks like event extraction and question answering. Analyzing model robustness through frameworks to systematically test perturbations and model variations. Leveraging cross-lingual retrieval to improve multilingual model zero-shot performance.
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