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Natural language processing

ChunkUIE: Chunked instruction-based unified information extraction

Wei Li, Yingzhen Liu, [ ... ], Wei Men

Plant attribute extraction: An enhancing three-stage deep learning model for relational triple extraction

Zhihao Zong, Hongtao Shan, [ ... ], Shuyi Zhang

Text intelligent correction in English translation: A study on integrating models with dependency attention mechanism

Yutong Liu, Shile Zhang

TBKIN: Threshold-based explicit selection for enhanced cross-modal semantic alignments

Zihan Guo, Xiang Shen, Chongqing Chen

Including patient experiences from online sources in guidelines: A natural language processing study on scabies

Lea Lösch, Carolina J. G. Kampman, [ ... ], Teun Zuiderent-Jerak

DNTB: Dual-branch network model based on transformer and Bi-LSTM for energy consumption prediction in building chiller systems

Andong Chen, Mingtao Wu, [ ... ], Xiaoyi Lv

Zero-shot performance analysis of large language models in sumrate maximization

Ali Abir Shuvro, Md. Shahriar Islam Bhuiyan, Faisal Hussain, Md. Sakhawat Hossen

DPRM: DeBERTa-based potential relationship multi-headed self-attention joint extraction model

Songjiang Li, Jinming Cao, [ ... ], Peng Wang

Exploring prompts to elicit memorization in masked language model-based named entity recognition

Yuxi Xia, Anastasiia Sedova, [ ... ], Benjamin Roth

CEAF: Capsule network enhanced feature fusion architecture for Chinese Named Entity Recognition

Siyu Ma, Guangzhong Liu, Yangshuyi Xu

Recommendations to improve race identification in health records: A rapid scoping review

Megan Chow, Arrani Senthinathan, Rasha El-Kotob, Sara J.T. Guilcher

Applying machine learning and natural language processing to patient safety event reports: Identifying patterns of cardiovascular diagnostic errors

Azade Tabaie, Alberta K. Tran, [ ... ], Kristen E. Miller

DSN-STC: Leveraging Siamese networks for optimized short text clustering

Mahdi Molaei, Mohammad-Reza Feizi-Derakhshi, Mohammad-Ali Balafar, Jafar Tanha

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