Relation Semantic Guidance and Entity Position Location for Relation Extraction by Guojun Chen, Panfeng Chen, Hui Li, Xibin Wang, Xin Zhou, Aihua Yu, Xingzhi Deng, Qi Wang

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A Transition-Based Neural Framework for Chinese Nested Entity and Relation Recognition by Junchi Zhang, Mengchi Liu

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Multi-Task Sequence Tagging for Denoised Causal Relation Extraction by Yijia Zhang, Chaofan Liu, Yuan Zhu, Wanyu Chen

Subjects: “…causal relation extraction…”
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NAS-CRE: Neural Architecture Search for Context-Based Relation Extraction by Rongen Yan, Dongmei Li, Yan Wu, Depeng Dang, Ye Tao, Shaofei Wang

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Cue prompt adapting model for relation extraction by Kai Wang, Yanping Chen, Kunjian Wen, Chao Wei, Bo Dong, Qinghua Zheng, Yongbin Qin

Subjects: “…relation extraction…”
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Distantly Supervised Relation Extraction Method Based on Multi-Level Hierarchical Attention by Zhaoxin Xuan, Hejing Zhao, Xin Li, Ziqi Chen

Subjects: “…relation extraction…”
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Semantic-guided attention and adaptive gating for document-level relation extraction by Xiaoyao Ding, Shaopeng Duan, Zheng Zhang

Subjects: “…Relation extraction…”
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Biomedical relation extraction method based on ensemble learning and attention mechanism by Yaxun Jia, Haoyang Wang, Zhu Yuan, Lian Zhu, Zuo-lin Xiang

Subjects: “…Biomedical relation extraction…”
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Enhancing zero-shot relation extraction with a dual contrastive learning framework and a cross-attention module by Diyou Li, Lijuan Zhang, Jie Huang, Neal Xiong, Lei Zhang, Jian Wan

Subjects: “…Zero-shot relation extraction…”
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A methodology to infer value networks from police case files by Emanuele Mezzi, Frederike Oetker, Paul Duijn, Rick Quax

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Document-level relation extraction via dual attention fusion and dynamic asymmetric loss by Xiaoyao Ding, Dongyan Ding, Gang Zhou, Jicang Lu, Taojie Zhu

Subjects: “…Relation extraction…”
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Relation extraction based on CNN and Bi-LSTM by Xiaobin ZHANG, Fucai CHEN, Ruiyang HUANG

Subjects: “…relation extraction…”
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Entity and relation collaborative extraction approach based on multi-head attention and gated mechanism by Wei Zhao, Shan Zhao, Shuhui Chen, Tien-Hsiung Weng, WenJie Kang

Subjects: “…joint entity and relation extraction…”
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The influence of prompt engineering on large language models for protein–protein interaction identification in biomedical literature by Yung-Chun Chang, Ming-Siang Huang, Yi-Hsuan Huang, Yi-Hsuan Lin

Subjects: “…Relation extraction…”
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Tibetan entity relation extraction based on multi-level attention fusion mechanism by Like WANG, Yuan SUN, Sisi LIU

Subjects: “…Tibetan;entity relation extraction;multi-level attention fusion mechanism;support vector machine…”
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Research on the construction and application of problem-method-oriented academic graph empowered by LLM by Qigang Liu, Yinfan Wang, Lifeng Mu, Jun Li

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Multi-factor person entity relation extraction model based on distant supervision by Yangchen HUANG, Yan JIA, Liang GAN, Jing XU, Jiuming HUANG, Zhonghe HE

Subjects: “…relation extraction…”
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CLEAR: Cross-Document Link-Enhanced Attention for Relation Extraction with Relation-Aware Context Filtering by Yihan She, Tian Tian, Junchi Zhang

Subjects: “…cross-document relation extraction…”
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Single-Stage Entity–Relation Joint Extraction of Pesticide Registration Information Based on HT-BES Multi-Dimensional Labeling Strategy by Chenyang Dong, Shiyu Xi, Yinchao Che, Shufeng Xiong, Xinming Ma, Lei Xi, Shuping Xiong

Subjects: “…pesticide entity–relation extraction…”
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Event Type and Relationship Extraction Based on Dependent Syntactic Semantic Augmented Graph Networks by Min Zuo, Zexi Song, Qingchuan Zhang, Yueheng Liu, Di Wu, Yuanyuan Cai

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