Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets

30 November 2022

Papers citing "Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets"

11 / 11 papers shown

Title
Integrated ensemble of BERT- and features-based models for authorship attribution in Japanese literary works Taisei Kanda Mingzhe Jin Wataru Zaitsu 37 0 0 11 Apr 2025
Efficient Detection of Toxic Prompts in Large Language Models Yi Liu Junzhe Yu Huijia Sun Ling Shi Gelei Deng Yuqi Chen Yang Liu 29 4 0 21 Aug 2024
Focus on the Core: Efficient Attention via Pruned Token Compression for Document Classification Jungmin Yun Mihyeon Kim Youngbin Kim 69 9 0 03 Jun 2024
Combining Denoising Autoencoders with Contrastive Learning to fine-tune Transformer Models Alejo López-Ávila Víctor Suárez-Paniagua 19 1 0 23 May 2024
Aspect-Based Sentiment Analysis for Open-Ended HR Survey Responses Lois Rink Job Meijdam David Graus 13 1 0 07 Feb 2024
AllTogether: Investigating the Efficacy of Spliced Prompt for Web Navigation using Large Language Models Jiarun Liu Wentao Hu Chunhong Zhang 14 2 0 20 Oct 2023
Gpachov at CheckThat! 2023: A Diverse Multi-Approach Ensemble for Subjectivity Detection in News Articles Georgi Pachov Dimitar Dimitrov Ivan Koychev Preslav Nakov 10 4 0 13 Sep 2023
Leveraging Knowledge Graph Embeddings to Enhance Contextual Representations for Relation Extraction F. Laleye Loïc Rakotoson S. Massip 10 1 0 07 Jun 2023
Multi-label classification of open-ended questions with BERT Matthias Schonlau Julia Weiss Jan Marquardt VLM 11 0 0 06 Apr 2023
Are We Really Making Much Progress in Text Classification? A Comparative Review Lukas Galke Andor Diera Bao Xin Lin Bhakti Khera Tim Meuser Tushar Singhal Fabian Karl A. Scherp VLM 19 3 0 08 Apr 2022
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 250 13,347 0 25 Aug 2014