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Natural language processing

A Multistage Gene Normalization System Integrating Multiple Effective Methods

Lishuang Li, Shanshan Liu, [ ... ], Huiwei Zhou

Novel approach for predicting fake news stance detection using large word embedding blending and customized CNN model

Abdulaziz Altamimi

Unsupervised cross-lingual model transfer for named entity recognition with contextualized word representations

Huijiong Yan, Tao Qian, Liang Xie, Shanguang Chen

Semantic knowledge graph fusion for fake news detection: Unifying content-based features and evidence-based analysis in the COVID-19 infodemic

Rayees Ahmad Dar, Rana Hashmy, [ ... ], Jaroslav Frnda

Predicting diabetes second-line therapy initiation in the Australian population via time span-guided neural attention network

Samuele Fiorini, Farshid Hajati, Annalisa Barla, Federico Girosi

Enhancing semantical text understanding with fine-tuned large language models: A case study on Quora Question Pair duplicate identification

Sifei Han, Lingyun Shi, Fuchiang (Rich) Tsui

Social media perceptions of college football performance and season length 2019–2023

Michael L. Smith, Austin B. Berenda, [ ... ], Lauren Bales

Precise language responses versus easy rating scales—Comparing respondents’ views with clinicians’ belief of the respondent’s views

Sverker Sikström, Alfred Pålsson Höök, Oscar Kjell

Leveraging natural language processing for efficient information extraction from breast cancer pathology reports: Single-institution study

Phillip Park, Yeonho Choi, [ ... ], Hyun-Jin Kim

Supporting the working life exposome: Annotating occupational exposure for enhanced literature search

Paul Thompson, Sophia Ananiadou, [ ... ], Qianqian Xie

Guide for the application of the data augmentation approach on sets of texts in Spanish for sentiment and emotion analysis

Rodrigo Gutiérrez Benítez, Alejandra Segura Navarrete, Christian Vidal-Castro, Claudia Martínez-Araneda

COVIDScholar: An automated COVID-19 research aggregation and analysis platform

John Dagdelen, Amalie Trewartha, [ ... ], Kristin A. Persson

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

Huirong Tan, Yanruixue Xie

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