Deep Learning Based Text Classification: A Comprehensive Review

6 April 2020

Papers citing "Deep Learning Based Text Classification: A Comprehensive Review"

50 / 78 papers shown

Title
Advancing Scientific Text Classification: Fine-Tuned Models with Dataset Expansion and Hard-Voting Z. R. K. Rostam Gábor Kertész 29 0 0 26 Apr 2025
KisanQRS: A Deep Learning-based Automated Query-Response System for Agricultural Decision-Making Mohammad Zia Ur Rehman Devraj Raghuvanshi Nagendra Kumar 14 7 0 26 Oct 2024
Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness Samaneh Shafee A. Bessani Pedro M. Ferreira 31 19 0 26 Jan 2024
Cascaded Cross-Modal Transformer for Audio-Textual Classification Nicolae-Cătălin Ristea Andrei Anghel Radu Tudor Ionescu 36 2 0 15 Jan 2024
Large Language Models Are Zero-Shot Text Classifiers Zhiqiang Wang Yiran Pang Yanbin Lin 18 30 0 02 Dec 2023
Soundbay: Deep Learning Framework for Marine Mammals and Bioacoustic Research Noam Bressler Michael Faran Amit Galor Michael Moshe Michelashvili Tomer Nachshon Noa Weiss 48 0 0 07 Nov 2023
Two-Stage Classifier for Campaign Negativity Detection using Axis Embeddings: A Case Study on Tweets of Political Users during 2021 Presidential Election in Iran Fatemeh Rajabi Ali Mohades 19 0 0 31 Oct 2023
Transformer-based Entity Legal Form Classification Alexander Arimond Mauro Molteni Dominik Jany Zornitsa Manolova Damian Borth Andreas G. F. Hoepner MedIm AILaw 19 1 0 19 Oct 2023
CCAE: A Corpus of Chinese-based Asian Englishes Yang Liu Melissa Xiaohui Qin Long Wang Chao-Wei Huang 23 0 0 09 Oct 2023
DDNAS: Discretized Differentiable Neural Architecture Search for Text Classification Kuan-Yu Chen Cheng Li Kuo-Jung Lee 28 1 0 12 Jul 2023
Active Learning Principles for In-Context Learning with Large Language Models Katerina Margatina Timo Schick Nikolaos Aletras Jane Dwivedi-Yu 32 39 0 23 May 2023
High-Throughput Vector Similarity Search in Knowledge Graphs J. Mohoney Anil Pacaci S. R. Chowdhury Ali Mousavi Ihab F. Ilyas U. F. Minhas Jeffrey Pound Theodoros Rekatsinas 31 25 0 04 Apr 2023
Adopting the Multi-answer Questioning Task with an Auxiliary Metric for Extreme Multi-label Text Classification Utilizing the Label Hierarchy Li Wang Y. Teh M. Al-garadi 20 2 0 02 Mar 2023
Text classification dataset and analysis for Uzbek language Elmurod Kuriyozov Ulugbek Salaev Sanatbek Matlatipov Gayrat Matlatipov 31 7 0 28 Feb 2023
HULAT at SemEval-2023 Task 10: Data augmentation for pre-trained transformers applied to the detection of sexism in social media Isabel Segura-Bedmar ViT 37 1 0 24 Feb 2023
Data Augmentation for Neural NLP Domagoj Pluscec Jan Snajder 29 6 0 22 Feb 2023
Zero-Shot Learning for Requirements Classification: An Exploratory Study Waad Alhoshan Alessio Ferrari Liping Zhao VLM 11 39 0 09 Feb 2023
AutoWS: Automated Weak Supervision Framework for Text Classification Abhinav Bohra Huy-Thanh Nguyen Devashish Khatwani NoLa 27 0 0 07 Feb 2023
SMDDH: Singleton Mention detection using Deep Learning in Hindi Text K. Lata Pardeep Singh Kamlesh Dutta 34 1 0 23 Jan 2023
Dataset Distillation: A Comprehensive Review Ruonan Yu Songhua Liu Xinchao Wang DD 55 121 0 17 Jan 2023
Which Model Shall I Choose? Cost/Quality Trade-offs for Text Classification Tasks Shi Zong Joshua Seltzer Jia-Yu Pan Pan Kathy Cheng Jimmy J. Lin 27 4 0 17 Jan 2023
Text classification in shipping industry using unsupervised models and Transformer based supervised models Yingyi Xie Dongping Song 33 1 0 21 Dec 2022
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments Yu Gu Xiang Deng Yu-Chuan Su LLMAG 42 52 0 19 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
CoLI-Machine Learning Approaches for Code-mixed Language Identification at the Word Level in Kannada-English Texts H. Shashirekha F. Balouchzahi M. D. Anusha G. Sidorov 16 15 0 17 Nov 2022
Towards Human-Centred Explainability Benchmarks For Text Classification Viktor Schlegel Erick Mendez Guzman R. Batista-Navarro 26 5 0 10 Nov 2022
Extending Logic Explained Networks to Text Classification Rishabh Jain Gabriele Ciravegna Pietro Barbiero Francesco Giannini Davide Buffelli Pietro Lio FAtt XAI 25 10 0 04 Nov 2022
Machine and Deep Learning Methods with Manual and Automatic Labelling for News Classification in Bangla Language Istiak Ahmad Fahad Alqurashi Rashid Mehmood SyDa 38 5 0 19 Oct 2022
Efficient Customer Service Combining Human Operators and Virtual Agents Yaniv Oshrat Y. Aumann Tal Hollander Oleg Maksimov Anita Ostroumov Natali Shechtman Sarit Kraus 11 1 0 12 Sep 2022
Topic Detection in Continuous Sign Language Videos Álvaro Budria Laia Tarrés Gerard I. Gállego Francesc Moreno-Noguer Jordi Torres Xavier Giró-i-Nieto SLR VLM 47 1 0 01 Sep 2022
Towards Transmission-Friendly and Robust CNN Models over Cloud and Device Chuntao Ding Zhichao Lu F. Xu Vishnu Boddeti Yidong Li Jiannong Cao 24 14 0 20 Jul 2022
Defending against the Label-flipping Attack in Federated Learning N. Jebreel J. Domingo-Ferrer David Sánchez Alberto Blanco-Justicia AAML 18 36 0 05 Jul 2022
FL-Defender: Combating Targeted Attacks in Federated Learning N. Jebreel J. Domingo-Ferrer AAML FedML 43 56 0 02 Jul 2022
An extensible Benchmarking Graph-Mesh dataset for studying Steady-State Incompressible Navier-Stokes Equations F. Bonnet Jocelyn Ahmed Mazari T. Munzer P. Yser Patrick Gallinari AI4CE 66 10 0 29 Jun 2022
Towards a Data-Driven Requirements Engineering Approach: Automatic Analysis of User Reviews Jialiang Wei A. Courbis Thomas Lambolais Binbin Xu P. Bernard Gérard Dray 19 6 0 29 Jun 2022
A Unified Understanding of Deep NLP Models for Text Classification Zhuguo Li Xiting Wang Weikai Yang Jing Wu Zhengyan Zhang Zhiyuan Liu Maosong Sun Hui Zhang Shixia Liu VLM 28 30 0 19 Jun 2022
KE-QI: A Knowledge Enhanced Article Quality Identification Dataset Chunhui Ai Derui Wang Xuemi Yan Yang Xu Wenrui Xie Ziqiang Cao 24 0 0 15 Jun 2022
MSTRIQ: No Reference Image Quality Assessment Based on Swin Transformer with Multi-Stage Fusion Jing Wang Haotian Fa X. Hou Yitian Xu Tao Li X. Lu Lean Fu 43 21 0 20 May 2022
GPoeT-2: A GPT-2 Based Poem Generator Kai-Ling Lo Rami Ariss Philipp Kurz 39 9 0 18 May 2022
A Review on Text-Based Emotion Detection -- Techniques, Applications, Datasets, and Future Directions Sheetal Kusal S. Patil J. Choudrie K. Kotecha D. Vora I. Pappas 19 24 0 26 Apr 2022
Retrieval of Scientific and Technological Resources for Experts and Scholars Suyu Ouyang Yingxia Shao Ang Li 32 0 0 13 Apr 2022
Leveraging Privacy Profiles to Empower Users in the Digital Society Davide Di Ruscio P. Inverardi P. Migliarini Phuong T. Nguyen 21 6 0 01 Apr 2022
Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages Ehsan Aghazadeh Mohsen Fayyaz Yadollah Yaghoobzadeh 33 51 0 26 Mar 2022
TextConvoNet:A Convolutional Neural Network based Architecture for Text Classification Sanskar Soni S. Chouhan S. Rathore 41 96 0 10 Mar 2022
LAMP: Extracting Text from Gradients with Language Model Priors Mislav Balunović Dimitar I. Dimitrov Nikola Jovanović Martin Vechev 27 57 0 17 Feb 2022
Maximum Batch Frobenius Norm for Multi-Domain Text Classification Yuan Wu Diana Inkpen Ahmed El-Roby 14 3 0 29 Jan 2022
An Ensemble of Pre-trained Transformer Models For Imbalanced Multiclass Malware Classification Ferhat Demirkiran Aykut Çayır U. Ünal Hasan Dag 38 42 0 25 Dec 2021
Rank4Class: A Ranking Formulation for Multiclass Classification Nan Wang Zhen Qin Le Yan Honglei Zhuang Xuanhui Wang Michael Bendersky Marc Najork 32 3 0 17 Dec 2021
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction Aaron Chan Maziar Sanjabi Lambert Mathias L Tan Shaoliang Nie Xiaochang Peng Xiang Ren Hamed Firooz 41 41 0 16 Dec 2021
A Puzzle-Based Dataset for Natural Language Inference Roxana Szomiu Adrian Groza 20 8 0 10 Dec 2021