Comparing BERT against traditional machine learning text classification

26 May 2020

Papers citing "Comparing BERT against traditional machine learning text classification"

40 / 40 papers shown

Title
KDH-MLTC: Knowledge Distillation for Healthcare Multi-Label Text Classification Hajar Sakai Sarah Lam VLM 38 0 0 12 May 2025
LLM Content Moderation and User Satisfaction: Evidence from Response Refusals in Chatbot Arena Stefan Pasch 38 0 0 04 Jan 2025
A Comparative Analysis of Transformer and LSTM Models for Detecting Suicidal Ideation on Reddit Khalid Hasan Jamil Saquer AI4MH 75 0 0 23 Nov 2024
Vulnerability of LLMs to Vertically Aligned Text Manipulations Zhecheng Li Yijiao Wang Bryan Hooi Yujun Cai Zhen Xiong Nanyun Peng Kai-Wei Chang 56 1 0 26 Oct 2024
Tourism destination events classifier based on artificial intelligence techniques Miguel Camacho-Ruiz Ramón Alberto Carrasco Gema Fernández-Avilés Antonio LaTorre 26 4 0 07 Oct 2024
From Text to Emotion: Unveiling the Emotion Annotation Capabilities of LLMs Minxue Niu Mimansa Jaiswal Emily Mower Provost 38 5 0 30 Aug 2024
Multilingual De-Duplication Strategies: Applying scalable similarity search with monolingual & multilingual embedding models Stefan Pasch Dimitirios Petridis Jannic Cutura 21 0 0 19 Jun 2024
SpamDam: Towards Privacy-Preserving and Adversary-Resistant SMS Spam Detection Yekai Li Rufan Zhang Wenxin Rong Xianghang Mi 42 2 0 15 Apr 2024
Multi-level Product Category Prediction through Text Classification Wesley Ferreira Maia Angelo Carmignani Gabriel Bortoli Lucas Maretti David Luz Daniel Camilo Fuentes Guzmán Marcos Jardel Henriques Francisco Louzada-Neto 18 1 0 03 Mar 2024
Towards Modeling Learner Performance with Large Language Models Seyed Parsa Neshaei Richard Lee Davis Adam Hazimeh Bojan Lazarevski Pierre Dillenbourg Tanja Kaser AI4Ed 41 5 0 29 Feb 2024
Fine-tuning Strategies for Domain Specific Question Answering under Low Annotation Budget Constraints Kunpeng Guo Dennis Diefenbach Antoine Gourru Christophe Gravier 31 0 0 17 Jan 2024
Knowledge Distillation of LLM for Automatic Scoring of Science Education Assessments Ehsan Latif Luyang Fang Ping Ma Xiaoming Zhai 21 4 0 26 Dec 2023
KhabarChin: Automatic Detection of Important News in the Persian Language Hamed Hematian Hemati Arash Lagzian M. S. Sartakhti Hamid Beigy Ehsaneddin Asgari 30 1 0 06 Dec 2023
A Framework for Monitoring and Retraining Language Models in Real-World Applications Jaykumar Kasundra Claudia Schulz Melicaalsadat Mirsafian Stavroula Skylaki OffRL LRM 34 1 0 16 Nov 2023
Robustifying Language Models with Test-Time Adaptation Noah T. McDermott Junfeng Yang Chengzhi Mao 21 2 0 29 Oct 2023
MAPLE: Mobile App Prediction Leveraging Large Language Model Embeddings Yonchanok Khaokaew Hao Xue Flora D. Salim VLM AI4TS 22 1 0 15 Sep 2023
Harnessing the Power of Hugging Face Transformers for Predicting Mental Health Disorders in Social Networks Alireza Pourkeyvan R. Safa Ali Sorourkhah AI4MH 21 9 0 29 Jun 2023
Imbalanced Multi-label Classification for Business-related Text with Moderately Large Label Spaces Muhammad Arslan C. Cruz 9 3 0 12 Jun 2023
The Perfect Victim: Computational Analysis of Judicial Attitudes towards Victims of Sexual Violence Eliya Habba Renana Keydar Dan Bareket Gabriel Stanovsky AILaw 4 2 0 09 May 2023
Classification of news spreading barriers Abdul Sittar Dunja Mladenić M. Grobelnik 18 0 0 10 Apr 2023
Profiling the news spreading barriers using news headlines Abdul Sittar Dunja Mladenić M. Grobelnik 16 0 0 07 Apr 2023
A Novel Patent Similarity Measurement Methodology: Semantic Distance and Technological Distance Yongmin Yoo Cheonkam Jeong Sang-hoon Gim Junwon Lee Zachary Schimke Deaho Seo 15 2 0 23 Mar 2023
Fine-tuning ClimateBert transformer with ClimaText for the disclosure analysis of climate-related financial risks Eduardo C. Garrido-Merchán Cristina González-Barthe Maria Coronado Vaca 28 6 0 21 Mar 2023
TweetDrought: A Deep-Learning Drought Impacts Recognizer based on Twitter Data Beichen Zhang Frank Schilder K. Smith M. Hayes Sherri K. Harms T. Tadesse 8 6 0 07 Dec 2022
CultureBERT: Measuring Corporate Culture With Transformer-Based Language Models Sebastian P. Koch Stefan Pasch VLM 17 5 0 01 Dec 2022
Feature Engineering vs BERT on Twitter Data Ryiaadh Gani L. Chalaguine 24 4 0 28 Oct 2022
DEPTWEET: A Typology for Social Media Texts to Detect Depression Severities Mohsinul Kabir Tasnim Ahmed Md. Bakhtiar Hasan Md Tahmid Rahman Laskar Tarun Kumar Joarder H. Mahmud Kamrul Hasan 14 45 0 10 Oct 2022
DFX: A Low-latency Multi-FPGA Appliance for Accelerating Transformer-based Text Generation Seongmin Hong Seungjae Moon Junsoo Kim Sungjae Lee Minsub Kim Dongsoo Lee Joo-Young Kim 72 76 0 22 Sep 2022
A Twitter-Driven Deep Learning Mechanism for the Determination of Vehicle Hijacking Spots in Cities Taahir Aiyoob Patel Clement N. Nyirenda 11 2 0 11 Aug 2022
Audience Response Prediction from Textual Context Ibrahim Shoer B. B. Türker E. Erzin 15 0 0 22 Jun 2022
Classification of Natural Language Processing Techniques for Requirements Engineering Liping Zhao Waad Alhoshan Alessio Ferrari Keletso J. Letsholo VLM AI4TS 16 10 0 08 Apr 2022
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 32 3 0 08 Apr 2022
Evaluating BERT-based Pre-training Language Models for Detecting Misinformation Rini Anggrainingsih Ghulam Mubashar Hassan A. Datta 11 7 0 15 Mar 2022
StonkBERT: Can Language Models Predict Medium-Run Stock Price Movements? Stefan Pasch D. Ehnes AIFin 11 2 0 04 Feb 2022
Comparative Study of Long Document Classification Vedangi Wagh Snehal Khandve Isha Joshi Apurva Wani Geetanjali Kale Raviraj Joshi 24 25 0 01 Nov 2021
Transforming Fake News: Robust Generalisable News Classification Using Transformers C. Blackledge Amir Atapour-Abarghouei 11 15 0 20 Sep 2021
Sentiment Analysis of the COVID-related r/Depression Posts Zihan Chen Marina Sokolova 22 4 0 28 Jul 2021
Ad Text Classification with Transformer-Based Natural Language Processing Methods Umut Özdil Büsra Arslan D. E. Tasar Gokce Polat ¸Sükrü Ozan MedIm 19 0 0 21 Jun 2021
Textual Data Distributions: Kullback Leibler Textual Distributions Contrasts on GPT-2 Generated Texts, with Supervised, Unsupervised Learning on Vaccine & Market Topics & Sentiment Jim Samuel Ratnakar Palle Eduardo Correa Soares 24 7 0 15 Jun 2021
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016