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- W4385571753 abstract "Recently, the recognition of flat, nested, and discontinuous entities by a unified generative model framework has received increasing attention both in the research field and industry. However, the current generative NER methods force the entities to be generated in a predefined order, suffering from error propagation and inefficient decoding. In this work, we propose a unified non-autoregressive generation (NAG) framework for general NER tasks, referred to as NAG-NER. First, we propose to generate entities as a set instead of a sequence, avoiding error propagation. Second, we propose incorporating NAG in NER tasks for efficient decoding by treating each entity as a target sequence. Third, to enhance the generation performances of the NAG decoder, we employ the NAG encoder to detect potential entity mentions. Extensive experiments show that our NAG-NER model outperforms the state-of-the-art generative NER models on three benchmark NER datasets of different types and two of our proprietary NER tasks.footnote{Code will be publicly available to the research community upon acceptance.}" @default.
- W4385571753 created "2023-08-05" @default.
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- W4385571753 date "2023-01-01" @default.
- W4385571753 modified "2023-09-26" @default.
- W4385571753 title "NAG-NER: a Unified Non-Autoregressive Generation Framework for Various NER Tasks" @default.
- W4385571753 doi "https://doi.org/10.18653/v1/2023.acl-industry.65" @default.
- W4385571753 hasPublicationYear "2023" @default.
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