Search Results for author: Yulin Yuan

Found 8 papers, 2 papers with code

《动词句法语义信息词典》知识内容说明书(An Introduction to the Syntactic-Semantic Knowledge-Base of Chinese Verbs)

no code implementations CCL 2020 Yulin Yuan, Hong Cao

本文首先介绍《实词信息词典》的研制目标与结构内容, 重点介绍其中的《动词信息词典》的体系结构与理论背景;然后, 介绍《动词信息词典》所区分的8种动词小类及其定义, 其为动词所设置的22种语义角色及其定义, 由这些语义角色的不同配置而造成的20来种句法格式及其例句, 其所考察的动词的9种主要的语法功能及其对于该词类的隶属度;最后, 给出《动词信息词典》中检索系统的界面截图, 交代其相应的纸质版本的情况。

双重否定结构自动识别研究(The Research on Automatic Recognition of the Double Negation Structure)

no code implementations CCL 2022 Yu Wang, Yulin Yuan

“双重否定结构是一种“通过两次否定表示肯定意义”的特殊结构, 其存在会对自然语言处理中的语义判断与情感分类产生重要影响。本文以“eg eg P== extgreater P”为标准, 对现代汉语中所有的“否定词+否定词”结构进行了遍历研究, 将双重否定结构按照格式分为了3大类, 25小类, 常用双重否定结构或构式132个。结合动词的叙实性、否定焦点、语义否定与语用否定等相关理论, 本文归纳了双重否定结构的三大成立条件, 并据此设计实现了基于规则的双重否定结构自动识别程序。程序实验的精确率为98. 85%, 召回率为98. 90%, F1值为98. 85%。同时, 程序还从96281句语料中获得了8640句精确率约为99%的含有双重否定结构的句子, 为后续基于统计的深度学习模型提供了语料支持的可能。”

Negation

DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios

1 code implementation31 Oct 2024 Junchao Wu, Runzhe Zhan, Derek F. Wong, Shu Yang, Xinyi Yang, Yulin Yuan, Lidia S. Chao

More importantly, we analyzed the potential impact of writing styles, model types, attack methods, the text lengths, and real-world human writing factors on different types of detectors.

Benchmarking LLM-generated Text Detection +1

A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions

1 code implementation23 Oct 2023 Junchao Wu, Shu Yang, Runzhe Zhan, Yulin Yuan, Derek F. Wong, Lidia S. Chao

In this survey, we collate recent research breakthroughs in this area and underscore the pressing need to bolster detector research.

LLM-generated Text Detection Text Detection

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