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Natural language processing

Assessing ML classification algorithms and NLP techniques for depression detection: An experimental case study

Giuliano Lorenzoni, Cristina Tavares, [ ... ], Donald Cowan

Zipf’s law in China’s local government work reports: A 21-year study using natural language processing and regression analysis

Yanfang LI

Sound symbolism is not “marginal” in Chinese: Evidence from diachronic rhyme books

Yingying Meng, Yuwei Wan, Chunyu Kit

Using Natural Language Processing and Machine Learning to classify the status of kidney allograft in Electronic Medical Records written in Spanish

Andrea Garcia-Lopez, Juliana Cuervo-Rojas, Juan Garcia-Lopez, Fernando Giron-Luque

Replacing non-biomedical concepts improves embedding of biomedical concepts

Enock Niyonkuru, Mauricio Soto Gomez, [ ... ], Peter N. Robinson

Prompt architecture induces methodological artifacts in large language models

Melanie Brucks, Olivier Toubia

Patent value prediction in biomedical textiles: A method based on a fusion of machine learning models

Yifan He, Kehui Deng, Jiawei Han

Network traffic prediction based on transformer and temporal convolutional network

Yi Wang, Peiyuan Chen

A study of text classification algorithms for live-streaming e-commerce comments based on improved BERT model

Rong Zhou, Qing Shen, Huafeng Kong

TriLex: A fusion approach for unsupervised sentiment analysis of short texts

Abdulrahman Alharbi, Rafaa Aljurbua, Shelly Gupta, Zoran Obradovic

Features extraction and fusion by attention mechanism for software defect prediction

Shaoming Qiu, Bicong E, Jingjie He

Utilizing a deep learning model based on BERT for identifying enhancers and their strength

Tong Wang, Mengqi Gao

Analysing similarities between legal court documents using natural language processing approaches based on transformers

Raphael Souza de Oliveira, Erick Giovani Sperandio Nascimento

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