BriefGPT.xyz
Sep, 2021
KFCNet: 用于生成常识推理的知识过滤和对比学习网络
KFCNet: Knowledge Filtering and Contrastive Learning Network for Generative Commonsense Reasoning
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Haonan Li, Yeyun Gong, Jian Jiao, Ruofei Zhang, Timothy Baldwin...
TL;DR
本文提出一种基于BERT的知识过滤及对比学习网络(KFCNet)以提高自然语言生成任务的性能,实验结果表明我们的模型在CommonGen基准测试中取得了较大优势,并在广告关键词生成任务中展示了商业价值。
Abstract
pre-trained language models
have led to substantial gains over a broad range of natural language processing (NLP) tasks, but have been shown to have limitations for
natural language generation
tasks with high-qua
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