Splet21. feb. 2024 · The key contributions of this paper are as follows: (1) An evolving long short-term memory (LSTM) (ELSTM) network is proposed for text classification. (2) Multiobjective genetic algorithm (MOGA) is used to optimize the architecture and weights of LSTM. (3) The proposed model is tested on a well-known factory reports dataset. Splet15. avg. 2024 · [Submitted on 15 Aug 2024] Deep Active Learning for Text Classification with Diverse Interpretations Qiang Liu, Yanqiao Zhu, Zhaocheng Liu, Yufeng Zhang, Shu Wu Recently, Deep Neural Networks (DNNs) have made remarkable progress for text classification, which, however, still require a large number of labeled data.
Text Classification Papers With Code
Splet01. jan. 2024 · Therefore, this paper proposes a Chinese short text classification model based on TextCNN, which uses back translation to achieve data augment and … Splet09. feb. 2024 · Short text is becoming more and more popular on the web, such as Chat Message, SMS and Product Reviews. Accurately classifying short text is an important and challenging task. A number of studies have difficulties in addressing this problem because of the word ambiguity and data sparsity. To address this issue, we propose a knowledge … how to use an ohmmeter to test continuity
Short Text Classification Model Based on BERT and Fusion …
SpletThis repository contains code to reproduce the results in our paper "Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets&... Splet01. jul. 2024 · FKarl / short-text-classification. Star 11. Code. Issues. Pull requests. This repository contains code to reproduce the results in our paper "Transformers are Short … SpletShort Text Classification With the explosive growth of social media, e-commerce, and online communication, short text classification has become a hot topic in recent years. … how to use an oil burner