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Deep Learning Based Text Classification: A Comprehensive Review
v1v2v3 (latest)

Deep Learning Based Text Classification: A Comprehensive Review

ACM Computing Surveys (ACM CSUR), 2020
6 April 2020
Shervin Minaee
Nal Kalchbrenner
Xiaoshi Zhong
Narjes Nikzad
M. Asgari-Chenaghlu
Jianfeng Gao
    AILawVLMAI4TS
ArXiv (abs)PDFHTML

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

50 / 163 papers shown
Optimally Deep Networks - Adapting Model Depth to Datasets for Superior Efficiency
Optimally Deep Networks - Adapting Model Depth to Datasets for Superior Efficiency
Shaharyar Ahmed Khan Tareen
Filza Khan Tareen
AI4CE
355
0
0
12 Oct 2025
Advancing Scientific Text Classification: Fine-Tuned Models with Dataset Expansion and Hard-Voting
Advancing Scientific Text Classification: Fine-Tuned Models with Dataset Expansion and Hard-VotingInternational Symposium on Applied Machine Intelligence and Informatics (SAMI), 2025
Z. R. K. Rostam
Gábor Kertész
368
2
0
26 Apr 2025
MicroNN: An On-device Disk-resident Updatable Vector Database
MicroNN: An On-device Disk-resident Updatable Vector Database
Jeffrey Pound
Floris Chabert
Arjun Bhushan
Ankur Goswami
Anil Pacaci
S. R. Chowdhury
216
8
0
08 Apr 2025
Explainable identification of similarities between entities for discovery in large text
Explainable identification of similarities between entities for discovery in large textFuture Internet (FI), 2025
Akhil Joshi
Sai Teja Erukude
Lior Shamir
246
2
0
22 Mar 2025
KisanQRS: A Deep Learning-based Automated Query-Response System for
  Agricultural Decision-Making
KisanQRS: A Deep Learning-based Automated Query-Response System for Agricultural Decision-MakingComputers and Electronics in Agriculture (Comput. Electron. Agric.), 2023
Mohammad Zia Ur Rehman
Devraj Raghuvanshi
Nagendra Kumar
175
18
0
26 Oct 2024
Text Classification using Graph Convolutional Networks: A Comprehensive
  Survey
Text Classification using Graph Convolutional Networks: A Comprehensive SurveyACM Computing Surveys (ACM CSUR), 2024
Syed Mustafa Haider Rizvi
Ramsha Imran
Arif Mahmood
GNNOODFaML
240
12
0
12 Oct 2024
Political DEBATE: Efficient Zero-shot and Few-shot Classifiers for
  Political Text
Political DEBATE: Efficient Zero-shot and Few-shot Classifiers for Political Text
Michael Burnham
Kayla Kahn
Ryan Yank Wang
Rachel X. Peng
205
15
0
03 Sep 2024
An Empirical Study on Capability of Large Language Models in
  Understanding Code Semantics
An Empirical Study on Capability of Large Language Models in Understanding Code Semantics
Thu-Trang Nguyen
Thanh Trong Vu
H. Vo
Son Nguyen
ELM
314
17
0
04 Jul 2024
A Survey on Large Language Models from General Purpose to Medical
  Applications: Datasets, Methodologies, and Evaluations
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations
Jinqiang Wang
Huansheng Ning
Yi Peng
Qikai Wei
Daniel Tesfai
Wenwei Mao
Tao Zhu
Runhe Huang
LM&MAAI4MHELM
420
18
0
14 Jun 2024
Extracting chemical food safety hazards from the scientific literature
  automatically using large language models
Extracting chemical food safety hazards from the scientific literature automatically using large language models
Neris Özen
Wenjuan Mu
E. V. Asselt
L. Bulk
266
4
0
01 May 2024
Comparative Analysis of XGBoost and Minirocket Algortihms for Human
  Activity Recognition
Comparative Analysis of XGBoost and Minirocket Algortihms for Human Activity Recognition
Celal Alagoz
208
6
0
28 Feb 2024
Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness
Evaluation of LLM Chatbots for OSINT-based Cyber Threat AwarenessExpert systems with applications (ESWA), 2024
Samaneh Shafee
A. Bessani
Pedro M. Ferreira
339
46
0
26 Jan 2024
APT-Pipe: A Prompt-Tuning Tool for Social Data Annotation using ChatGPT
APT-Pipe: A Prompt-Tuning Tool for Social Data Annotation using ChatGPTThe Web Conference (WWW), 2024
Yiming Zhu
Zhizhuo Yin
Gareth Tyson
Ehsan-ul Haq
Lik-Hang Lee
Pan Hui
ALM
452
16
0
24 Jan 2024
Cascaded Cross-Modal Transformer for Audio-Textual Classification
Cascaded Cross-Modal Transformer for Audio-Textual ClassificationArtificial Intelligence Review (Artif Intell Rev), 2024
Nicolae-Cătălin Ristea
Andrei Anghel
Radu Tudor Ionescu
322
4
0
15 Jan 2024
ROIC-DM: Robust Text Inference and Classification via Diffusion Model
ROIC-DM: Robust Text Inference and Classification via Diffusion Model
Shilong Yuan
Wei Yuan
Hongzhi Yin
Tieke He
DiffM
423
5
0
07 Jan 2024
MultiSiam: A Multiple Input Siamese Network For Social Media Text
  Classification And Duplicate Text Detection
MultiSiam: A Multiple Input Siamese Network For Social Media Text Classification And Duplicate Text Detection
S. Bhoi
Swapnil Markhedkar
S. Phadke
Prashant Agrawal
184
1
0
06 Jan 2024
Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large
  Language Models
Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models
Xin Jin
Jonathan Larson
Weiwei Yang
Zhiqiang Lin
ELM
223
40
0
15 Dec 2023
Revisiting the Role of Label Smoothing in Enhanced Text Sentiment
  Classification
Revisiting the Role of Label Smoothing in Enhanced Text Sentiment Classification
Yijie Gao
Shijing Si
Hua Luo
Haixia Sun
Yugui Zhang
266
0
0
11 Dec 2023
Automatic Scoring of Students' Science Writing Using Hybrid Neural
  Network
Automatic Scoring of Students' Science Writing Using Hybrid Neural Network
Ehsan Latif
Xiaoming Zhai
259
3
0
02 Dec 2023
Large Language Models Are Zero-Shot Text Classifiers
Large Language Models Are Zero-Shot Text Classifiers
Zhiqiang Wang
Yiran Pang
Yanbin Lin
334
69
0
02 Dec 2023
Assessing the influence of attractor-verb distance on grammatical
  agreement in humans and language models
Assessing the influence of attractor-verb distance on grammatical agreement in humans and language modelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Christos-­Nikolaos Zacharopoulos
T. Desbordes
Mathias Sablé-Meyer
172
0
0
28 Nov 2023
Recognizing Conditional Causal Relationships about Emotions and Their
  Corresponding Conditions
Recognizing Conditional Causal Relationships about Emotions and Their Corresponding Conditions
Xinhong Chen
Zongxi Li
Yaowei Wang
Haoran Xie
Jianping Wang
Qing Li
154
0
0
28 Nov 2023
Soundbay: Deep Learning Framework for Marine Mammals and Bioacoustic
  Research
Soundbay: Deep Learning Framework for Marine Mammals and Bioacoustic Research
Noam Bressler
Michael Faran
Amit Galor
Michael Moshe Michelashvili
Tomer Nachshon
Noa Weiss
215
2
0
07 Nov 2023
Semantic Representation Learning of Scientific Literature based on
  Adaptive Feature and Graph Neural Network
Semantic Representation Learning of Scientific Literature based on Adaptive Feature and Graph Neural Network
Hongrui Gao
Yawen Li
M. Liang
Zeli Guan
Zhe Xue
183
0
0
01 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
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
236
0
0
31 Oct 2023
Graph Agent: Explicit Reasoning Agent for Graphs
Graph Agent: Explicit Reasoning Agent for Graphs
Qinyong Wang
Zhenxiang Gao
Rong Xu
AI4CE
226
11
0
25 Oct 2023
Meta learning with language models: Challenges and opportunities in the
  classification of imbalanced text
Meta learning with language models: Challenges and opportunities in the classification of imbalanced text
Apostol T. Vassilev
Honglan Jin
Munawar Hasan
313
1
0
23 Oct 2023
Transformer-based Entity Legal Form Classification
Transformer-based Entity Legal Form Classification
Alexander Arimond
Mauro Molteni
Dominik Jany
Zornitsa Manolova
Damian Borth
Andreas G. F. Hoepner
MedImAILaw
211
2
0
19 Oct 2023
BufferSearch: Generating Black-Box Adversarial Texts With Lower Queries
BufferSearch: Generating Black-Box Adversarial Texts With Lower Queries
Wenjie Lv
Zhen Wang
Yitao Zheng
Zhehua Zhong
Qi Xuan
Tianyi Chen
AAML
451
2
0
14 Oct 2023
CCAE: A Corpus of Chinese-based Asian Englishes
CCAE: A Corpus of Chinese-based Asian EnglishesNatural Language Processing and Chinese Computing (NLPCC), 2023
Yang Liu
Melissa Xiaohui Qin
Long Wang
Chao-Wei Huang
292
0
0
09 Oct 2023
Analysis of the Reasoning with Redundant Information Provided Ability of
  Large Language Models
Analysis of the Reasoning with Redundant Information Provided Ability of Large Language Models
Wenbei Xie
LRM
225
3
0
06 Oct 2023
Construction contract risk identification based on knowledge-augmented
  language model
Construction contract risk identification based on knowledge-augmented language model
Saika Wong
Chunmo Zheng
Xing Su
Yinqiu Tang
220
53
0
22 Sep 2023
Deep Prompt Tuning for Graph Transformers
Deep Prompt Tuning for Graph Transformers
Reza Shirkavand
Heng-Chiao Huang
341
9
0
18 Sep 2023
Design of Recognition and Evaluation System for Table Tennis Players'
  Motor Skills Based on Artificial Intelligence
Design of Recognition and Evaluation System for Table Tennis Players' Motor Skills Based on Artificial Intelligence
Zhuoyong Shi
Ye-tao Jia
Ke-xin Zhang
Dinghan Wang
Longmeng Ji
Yong Wu
143
0
0
04 Sep 2023
TransPrompt v2: A Transferable Prompting Framework for Cross-task Text
  Classification
TransPrompt v2: A Transferable Prompting Framework for Cross-task Text Classification
Jiadong Wang
Chengyu Wang
Cen Chen
Ming Gao
Yanjie Liang
Aoying Zhou
VLM
213
0
0
29 Aug 2023
Label Denoising through Cross-Model Agreement
Label Denoising through Cross-Model Agreement
Yu Wang
Xin Xin
Zaiqiao Meng
J. Jose
Fuli Feng
NoLa
251
1
0
27 Aug 2023
Explainable AI for clinical risk prediction: a survey of concepts,
  methods, and modalities
Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities
Munib Mesinovic
Peter Watkinson
Ting Zhu
FaML
305
9
0
16 Aug 2023
A Novel Ehanced Move Recognition Algorithm Based on Pre-trained Models
  with Positional Embeddings
A Novel Ehanced Move Recognition Algorithm Based on Pre-trained Models with Positional Embeddings
H. Wen
Jie Wang
Xiaodong Qiao
215
0
0
14 Aug 2023
Recent Advances in Hierarchical Multi-label Text Classification: A
  Survey
Recent Advances in Hierarchical Multi-label Text Classification: A Survey
Rundong Liu
Wen-Jun Liang
Wei Luo
Yuxiang Song
Heng Zhang
Ruohua Xu
Yunfeng Li
Ming Liu
VLM
328
12
0
30 Jul 2023
DDNAS: Discretized Differentiable Neural Architecture Search for Text
  Classification
DDNAS: Discretized Differentiable Neural Architecture Search for Text ClassificationACM Transactions on Intelligent Systems and Technology (ACM TIST), 2023
Kuan-Yu Chen
Cheng Li
Kuo-Jung Lee
261
4
0
12 Jul 2023
A Cost-aware Study of Depression Language on Social Media using Topic
  and Affect Contextualization
A Cost-aware Study of Depression Language on Social Media using Topic and Affect Contextualization
Andrea Laguna
Óscar Araque
152
0
0
30 Jun 2023
Label Agnostic Pre-training for Zero-shot Text Classification
Label Agnostic Pre-training for Zero-shot Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Christopher Clarke
Yuzhao Heng
Yiping Kang
Krisztian Flautner
Lingjia Tang
Jason Mars
VLM
263
4
0
25 May 2023
Active Learning Principles for In-Context Learning with Large Language
  Models
Active Learning Principles for In-Context Learning with Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Katerina Margatina
Timo Schick
Nikolaos Aletras
Jane Dwivedi-Yu
479
72
0
23 May 2023
A Glimpse in ChatGPT Capabilities and its impact for AI research
A Glimpse in ChatGPT Capabilities and its impact for AI research
Frank Joublin
Antonello Ceravola
Joerg Deigmoeller
Michael Gienger
M. Franzius
Julian Eggert
SILMAI4MHALMELM
244
18
0
10 May 2023
Improving Cancer Hallmark Classification with BERT-based Deep Learning
  Approach
Improving Cancer Hallmark Classification with BERT-based Deep Learning Approach
Sultan Zavrak
Seyhmus Yilmaz
150
0
0
02 May 2023
Graph Neural Networks for Text Classification: A Survey
Graph Neural Networks for Text Classification: A SurveyArtificial Intelligence Review (AIR), 2023
Kunze Wang
Yihao Ding
S. Han
FaMLGNN
451
66
0
23 Apr 2023
Deep Learning for Opinion Mining and Topic Classification of Course
  Reviews
Deep Learning for Opinion Mining and Topic Classification of Course ReviewsEducation and Information Technologies : Official Journal of the IFIP technical committee on Education (EAIT), 2023
Anna Koufakou
163
40
0
06 Apr 2023
High-Throughput Vector Similarity Search in Knowledge Graphs
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
255
70
0
04 Apr 2023
Identifying Mentions of Pain in Mental Health Records Text: A Natural
  Language Processing Approach
Identifying Mentions of Pain in Mental Health Records Text: A Natural Language Processing ApproachMedinfo (MEDINFO), 2023
Jaya Chaturvedi
S. Velupillai
Robert Stewart
A. Roberts
255
5
0
03 Apr 2023
Adopting the Multi-answer Questioning Task with an Auxiliary Metric for
  Extreme Multi-label Text Classification Utilizing the Label Hierarchy
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
136
3
0
02 Mar 2023
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