Jennifer Neville
3 papers in the PaperMetrix corpus
Papers by this author
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Using Bayesian Network Representations for Effective Sampling from\n Generative Network Models
2015 · arXiv (Cornell University)
Bayesian networks (BNs) are used for inference and sampling by exploiting\nconditional independence among random variables. Context specific independence\n(CSI) is a property of graphical models where additional independence relations\narise in the context of particular values of …
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TnT-LLM: Text Mining at Scale with Large Language Models
2024 · arXiv (Cornell University)
Transforming unstructured text into structured and meaningful forms, organized by useful category labels, is a fundamental step in text mining for downstream analysis and application. However, most existing methods for producing label taxonomies and building …
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Automatic Pair Construction for Contrastive Post-training
2024
Canwen Xu, Corby Rosset, Ethan Chau, Luciano Corro, Shweti Mahajan, Julian McAuley, Jennifer Neville, Ahmed Awadallah, Nikhil Rao. Findings of the Association for Computational Linguistics: NAACL 2024. 2024.