Text Classification Algorithms: A Survey

17 April 2019

Papers citing "Text Classification Algorithms: A Survey"

50 / 178 papers shown

Title
Text Classification: A Perspective of Deep Learning Methods Zhongwei Wan VLM 14 7 0 24 Sep 2023
A Survey of Document-Level Information Extraction Hanwen Zheng Sijia Wang Lifu Huang 35 1 0 23 Sep 2023
Prompt Tuned Embedding Classification for Multi-Label Industry Sector Allocation V. Buchner Lele Cao Jan-Christoph Kalo Vilhelm von Ehrenheim VLM 42 1 0 21 Sep 2023
A Novel Ehanced Move Recognition Algorithm Based on Pre-trained Models with Positional Embeddings H. Wen Jie Wang Xiaodong Qiao 23 0 0 14 Aug 2023
Tag Prediction of Competitive Programming Problems using Deep Learning Techniques Taha Lokat Divya Prajapati Shubhada Labde 21 1 0 03 Aug 2023
ALE: A Simulation-Based Active Learning Evaluation Framework for the Parameter-Driven Comparison of Query Strategies for NLP Philipp Kohl Nils Freyer Yoka Krämer H. Werth Steffen Wolf Bodo Kraft Matthias Meinecke Albert Zündorf 33 1 0 01 Aug 2023
LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning Tiezhu Sun Weiguo Pian N. Daoudi Kevin Allix Tegawende F. Bissyande Jacques Klein 36 1 0 30 Jul 2023
Building RadiologyNET: Unsupervised annotation of a large-scale multimodal medical database Mateja Napravnik Franko Hržić S. Tschauner Ivan Štajduhar 28 1 0 27 Jul 2023
Can Model Fusing Help Transformers in Long Document Classification? An Empirical Study Damith Premasiri Tharindu Ranasinghe R. Mitkov VLM 34 1 0 18 Jul 2023
Ticket-BERT: Labeling Incident Management Tickets with Language Models Zhexiong Liu Cris Benge Siduo Jiang VLM 17 4 0 30 Jun 2023
Unlocking Insights into Business Trajectories with Transformer-based Spatio-temporal Data Analysis Muhammad Arslan C. Cruz 30 1 0 07 Jun 2023
Neural Natural Language Processing for Long Texts: A Survey on Classification and Summarization Dimitrios Tsirmpas Ioannis Gkionis Georgios Th. Papadopoulos Ioannis Mademlis AILaw AI4TS AI4CE 43 17 0 25 May 2023
Reliable Gradient-free and Likelihood-free Prompt Tuning Maohao Shen S. Ghosh P. Sattigeri Subhro Das Yuheng Bu G. Wornell VLM 50 10 0 30 Apr 2023
Graph Neural Networks for Text Classification: A Survey Kunze Wang Yihao Ding S. Han FaML GNN 34 25 0 23 Apr 2023
Learning in Imperfect Environment: Multi-Label Classification with Long-Tailed Distribution and Partial Labels Wenqiao Zhang Changshuo Liu Lingze Zeng Beng Chin Ooi Siliang Tang Yueting Zhuang 32 13 0 20 Apr 2023
Revisiting k-NN for Fine-tuning Pre-trained Language Models Lei Li Jing Chen Bo Tian Ning Zhang 29 1 0 18 Apr 2023
Performance of Data Augmentation Methods for Brazilian Portuguese Text Classification Marcellus Amadeus Paulo Branco 13 1 0 05 Apr 2023
One Small Step for Generative AI, One Giant Leap for AGI: A Complete Survey on ChatGPT in AIGC Era Chaoning Zhang Chenshuang Zhang Chenghao Li Yu Qiao Sheng Zheng ... Sung-Ho Bae Lik-Hang Lee Pan Hui In So Kweon Choong Seon Hong LM&MA AI4MH LRM ELM 44 130 0 04 Apr 2023
Spam-T5: Benchmarking Large Language Models for Few-Shot Email Spam Detection Maxime Labonne Sean J. Moran 19 19 0 03 Apr 2023
CAusal and collaborative proxy-tasKs lEarning for Semi-Supervised Domain Adaptation Wenqiao Zhang Changshuo Liu Can Cui Beng Chin Ooi CML 27 0 0 30 Mar 2023
Natural language processing to automatically extract the presence and severity of esophagitis in notes of patients undergoing radiotherapy Shan Chen Marco Guevara N. Ramirez Arpi Murray J. Warner Hugo J. W. L. Aerts Timothy A. Miller G. Savova Raymond H. Mak Danielle S. Bitterman 31 12 0 24 Mar 2023
Classifying Text-Based Conspiracy Tweets related to COVID-19 using Contextualized Word Embeddings Abdul Rehman R. Abbasi I. Qureshi Akmal Saeed Khattak 15 0 0 07 Mar 2023
A Machine Learning Approach for Hierarchical Classification of Software Requirements Manal Binkhonain Liping Zhao 20 9 0 24 Feb 2023
A model-free feature selection technique of feature screening and random forest based recursive feature elimination Siwei Xia Yuehan Yang 13 12 0 15 Feb 2023
PULL: Reactive Log Anomaly Detection Based On Iterative PU Learning Thorsten Wittkopp Dominik Scheinert Philipp Wiesner Alexander Acker O. Kao AI4TS 26 6 0 25 Jan 2023
Soft Sensing Regression Model: from Sensor to Wafer Metrology Forecasting An Fan Yu Huang Fei Xu Sthitie Bom 17 1 0 21 Jan 2023
A data science and machine learning approach to continuous analysis of Shakespeare's plays Charles F. Swisher L. Shamir 38 3 0 15 Jan 2023
Mining Healthcare Procurement Data Using Text Mining and Natural Language Processing -- Reflection From An Industrial Project Ziqi Zhang Tomas Jasaitis Richard Freeman Rowida Alfrjani Adam Funk 11 6 0 09 Jan 2023
Understanding EEG signals for subject-wise Definition of Armoni Activities Kislay Raj Aditya Singh R. Ranjbarzadeh Teerath Kumar Anisha Roy 46 16 0 03 Jan 2023
Data Augmentation using Transformers and Similarity Measures for Improving Arabic Text Classification Dania Refai Saleh Abu-Soud Mohammad J. Abdel-Rahman 40 12 0 28 Dec 2022
Improving Pre-Trained Weights Through Meta-Heuristics Fine-Tuning Gustavo de Rosa Mateus Roder João Paulo Papa C. F. G. Santos 36 2 0 19 Dec 2022
Dense Feature Memory Augmented Transformers for COVID-19 Vaccination Search Classification Jai Gupta Yi Tay C. Kamath Vinh Q. Tran Donald Metzler S. Bavadekar Mimi Sun E. Gabrilovich MedIm 13 0 0 16 Dec 2022
Pre-trained Language Models Can be Fully Zero-Shot Learners Xuandong Zhao Siqi Ouyang Zhiguo Yu Ming-li Wu Lei Li VLM LRM 37 34 0 14 Dec 2022
Embedding generation for text classification of Brazilian Portuguese user reviews: from bag-of-words to transformers F. Souza J. B. O. S. Filho 19 6 0 01 Dec 2022
A Commonsense-Infused Language-Agnostic Learning Framework for Enhancing Prediction of Political Polarity in Multilingual News Headlines Swati Swati Adrian Mladenic Grobelnik Dunja Mladenić M. Grobelnik 32 3 0 01 Dec 2022
Inference of Media Bias and Content Quality Using Natural-Language Processing Zehan Chao Denali Molitor Deanna Needell M. A. Porter 23 1 0 01 Dec 2022
Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches Tim Schopf Daniel Braun Florian Matthes 17 53 0 29 Nov 2022
Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges K. T. Baghaei Amirreza Payandeh Pooya Fayyazsanavi Shahram Rahimi Zhiqian Chen Somayeh Bakhtiari Ramezani FaML AI4TS 38 6 0 27 Nov 2022
Using Natural Language Processing to Predict Costume Core Vocabulary of Historical Artifacts Madhuvanti Muralikrishnan Amr B. Hilal Chreston A. Miller Dina Smith-Glaviana 4 1 0 24 Nov 2022
Towards Human-Centred Explainability Benchmarks For Text Classification Viktor Schlegel Erick Mendez Guzman R. Batista-Navarro 28 5 0 10 Nov 2022
InForecaster: Forecasting Influenza Hemagglutinin Mutations Through the Lens of Anomaly Detection Ali Garjani Atoosa Malemir Chegini Mohammadreza Salehi A. Tabibzadeh Parastoo Yousefi M. Razizadeh Moein Esghaei Maryam Esghaei M. Rohban 36 0 0 25 Oct 2022
An Empirical Analysis of SMS Scam Detection Systems Muhammad Salman Muhammad Ikram M. Kâafar 46 8 0 19 Oct 2022
Precise Single-stage Detector Aisha Chandio Gong Gui Teerath Kumar I. Ullah R. Ranjbarzadeh Anisha Roy Akhtar Hussain Yao Shen ObjD 35 17 0 09 Oct 2022
Graph-Augmented Cyclic Learning Framework for Similarity Estimation of Medical Clinical Notes Can Zheng Yanshan Wang X. Jia 29 0 0 19 Aug 2022
Deep Sequence Models for Text Classification Tasks S. S. Abdullahi Su Yiming Shamsuddeen Hassan Muhammad A. Mustapha Ahmad Muhammad Aminu Abdulkadir Abdullahi Musa Bello Saminu Mohammad Aliyu 30 3 0 18 Jul 2022
TweetDIS: A Large Twitter Dataset for Natural Disasters Built using Weak Supervision Ramya Tekumalla Juan M. Banda 18 4 0 11 Jul 2022
How Robust is your Fair Model? Exploring the Robustness of Diverse Fairness Strategies E. Small Wei Shao Zeliang Zhang Peihan Liu Jeffrey Chan Kacper Sokol Flora D. Salim 60 2 0 11 Jul 2022
A multi-model-based deep learning framework for short text multiclass classification with the imbalanced and extremely small data set Jiajun Tong Zhixi Wang Xiaobin Rui 27 6 0 24 Jun 2022
Near-Term Advances in Quantum Natural Language Processing Dominic Widdows Aaranya Alexander D. Zhu Chase Zimmerman Arunava Majumder 17 13 0 05 Jun 2022
Improving Short Text Classification With Augmented Data Using GPT-3 Salvador Balkus Donghui Yan 36 33 0 23 May 2022