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Natural language processing

Machine translationese of large language models: Dependency triplets, text classification, and SHAP analysis

Shukang Zhang, Chaoyong Zhao

SynEL: A synthetic benchmark for entity linking

Ilia Karpov, Alexander Kirillovich, [ ... ], Mikhail Belkin

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

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

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

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

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

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

WBA: Word Boundary Attention for Chinese Named Entity Recognition

Zhongguo Xu

Large language models for prognostic analysis in mechanical fault diagnosis

Hao Zhang, Wei Wang, [ ... ], Jun Hu

Promises and pitfalls of using LLMs to identify actor stances in political discourse

Viviane Walker, Mario Angst

Financial text analysis and credit risk assessment using a GPT-4 and improved BERT fusion model

Huirong Tan, Yanruixue Xie

Automated framework for multi-domain social media text analysis for business strategy employing multilayer perceptron with Word2Vec features and LIME XAI

Amira Turki

Expansion quantization network: A micro-emotion detection and annotation framework

Jingyi Zhou, Senlin Luo, Haofan Chen

EMSA: Explainable multilingual sentiment analysis models providing sentiment analysis across multiple languages

Li Zhao, Jinwei Zhou, Jinde Cao, Weina Zhu

Detection and classification of venous thromboembolism through image test reports analysis using active learning and deep learning

Eunseon Jeong, Youngje Woo, Hong Joo Lee, Jang Yong Kim

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