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Feb, 2024
跨领域中文句式分析
Cross-domain Chinese Sentence Pattern Parsing
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Yingsi Yu, Cunliang Kong, Liner Yang, Meishan Zhang, Lin Zhu...
TL;DR
该论文提出了一种创新方法,利用大型语言模型进行自训练,通过将源领域的部分句法规则与目标领域的句子结合起来动态生成训练数据,增强了解析器对多样领域的适应性,实验证明该方法的有效性,F1指标优于基于规则的对照组1.68点。
Abstract
Sentence Pattern Structure (SPS) parsing is a syntactic analysis method primarily employed in language teaching.Existing
sps parsers
rely heavily on textbook corpora for training, lacking
cross-domain capability
.
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