Deep Learning Based Text Classification: A Comprehensive Review

6 April 2020

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

35 / 35 papers shown

Title
Advancing Scientific Text Classification: Fine-Tuned Models with Dataset Expansion and Hard-Voting Z. R. K. Rostam Gábor Kertész 24 0 0 26 Apr 2025
Soundbay: Deep Learning Framework for Marine Mammals and Bioacoustic Research Noam Bressler Michael Faran Amit Galor Michael Moshe Michelashvili Tomer Nachshon Noa Weiss 18 0 0 07 Nov 2023
Transformer-based Entity Legal Form Classification Alexander Arimond Mauro Molteni Dominik Jany Zornitsa Manolova Damian Borth Andreas G. F. Hoepner MedIm AILaw 14 1 0 19 Oct 2023
CCAE: A Corpus of Chinese-based Asian Englishes Yang Liu Melissa Xiaohui Qin Long Wang Chao-Wei Huang 6 0 0 09 Oct 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 15 25 0 04 Apr 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 8 1 0 24 Feb 2023
AutoWS: Automated Weak Supervision Framework for Text Classification Abhinav Bohra Huy-Thanh Nguyen Devashish Khatwani NoLa 17 0 0 07 Feb 2023
Dataset Distillation: A Comprehensive Review Ruonan Yu Songhua Liu Xinchao Wang DD 35 121 0 17 Jan 2023
Text classification in shipping industry using unsupervised models and Transformer based supervised models Yingyi Xie Dongping Song 19 1 0 21 Dec 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 28 1 0 01 Sep 2022
Towards Transmission-Friendly and Robust CNN Models over Cloud and Device Chuntao Ding Zhichao Lu F. Xu Vishnu Naresh Boddeti Yidong Li Jiannong Cao 14 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 13 36 0 05 Jul 2022
FL-Defender: Combating Targeted Attacks in Federated Learning N. Jebreel J. Domingo-Ferrer AAML FedML 41 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 51 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 9 6 0 29 Jun 2022
KE-QI: A Knowledge Enhanced Article Quality Identification Dataset Chunhui Ai Derui Wang Xuemi Yan Yang Xu Wenrui Xie Ziqiang Cao 9 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 20 21 0 20 May 2022
Leveraging Privacy Profiles to Empower Users in the Digital Society Davide Di Ruscio P. Inverardi P. Migliarini Phuong T. Nguyen 13 6 0 01 Apr 2022
Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages Ehsan Aghazadeh Mohsen Fayyaz Yadollah Yaghoobzadeh 31 51 0 26 Mar 2022
TextConvoNet:A Convolutional Neural Network based Architecture for Text Classification Sanskar Soni S. Chouhan S. Rathore 25 94 0 10 Mar 2022
An Ensemble of Pre-trained Transformer Models For Imbalanced Multiclass Malware Classification Ferhat Demirkiran Aykut Çayır U. Ünal Hasan Dag 22 42 0 25 Dec 2021
Quantifying the Suicidal Tendency on Social Media: A Survey Muskan Garg 6 4 0 04 Oct 2021
Fuzzy-Rough Nearest Neighbour Approaches for Emotion Detection in Tweets Olha Kaminska Chris Cornelis Véronique Hoste 4 9 0 08 Jul 2021
Natural Language Understanding for Argumentative Dialogue Systems in the Opinion Building Domain W. A. Abro Annalena Aicher Niklas Rach Stefan Ultes Wolfgang Minker Guilin Qi 15 32 0 03 Mar 2021
Costs to Consider in Adopting NLP for Your Business Made Nindyatama Nityasya Haryo Akbarianto Wibowo Radityo Eko Prasojo Alham Fikri Aji VLM 11 3 0 16 Dec 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 15 79 0 17 Sep 2020
CIA_NITT at WNUT-2020 Task 2: Classification of COVID-19 Tweets Using Pre-trained Language Models Yandrapati Prakash Babu Eswari Rajagopal 6 9 0 12 Sep 2020
Multimodal price prediction Aidin Zehtab-Salmasi Ali Reza Feizi Derakhshi Narjes Nikzad Khasmakhi M. Asgari-Chenaghlu S. Nabipour AI4TS 9 10 0 09 Jul 2020
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 15 2,607 0 05 Jun 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 235 1,444 0 18 Mar 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018
Neural Semantic Encoders Tsendsuren Munkhdalai Hong-ye Yu 210 131 0 14 Jul 2016
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 190 1,358 0 06 Jun 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 214 7,687 0 17 Aug 2015
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 244 13,283 0 25 Aug 2014