Text Classification Algorithms: A Survey

17 April 2019

Papers citing "Text Classification Algorithms: A Survey"

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Title
A Low-Cost, Controllable and Interpretable Task-Oriented Chatbot: With Real-World After-Sale Services as Example Xiangyu Xi Chenxu Lv Yuncheng Hua Wei Ye Chaobo Sun Shuaipeng Liu Fan Yang Guanglu Wan 72 1 0 13 May 2022
Financial data analysis application via multi-strategy text processing Hongyin Zhu 27 7 0 25 Apr 2022
Fake news detection using parallel BERT deep neural networks Mahmood Farokhian V. Rafe H. Veisi GNN 22 14 0 10 Apr 2022
Classification of Natural Language Processing Techniques for Requirements Engineering Liping Zhao Waad Alhoshan Alessio Ferrari Keletso J. Letsholo VLM AI4TS 21 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 4 0 08 Apr 2022
An Intellectual Property Entity Recognition Method Based on Transformer and Technological Word Information Yuhui Wang Junping Du Yingxia Shao ViT 32 0 0 21 Mar 2022
Prototypical Verbalizer for Prompt-based Few-shot Tuning Yuchen Zhang Shengding Hu Ning Ding Longtao Huang Zhiyuan Liu VLM 20 96 0 18 Mar 2022
Signal in Noise: Exploring Meaning Encoded in Random Character Sequences with Character-Aware Language Models Mark Chu Bhargav Srinivasa Desikan E. Nadler Ruggerio L. Sardo Elise Darragh-Ford Douglas Guilbeault 20 0 0 15 Mar 2022
A Survey of Adversarial Defences and Robustness in NLP Shreyansh Goyal Sumanth Doddapaneni Mitesh M.Khapra B. Ravindran AAML 34 30 0 12 Mar 2022
TextConvoNet:A Convolutional Neural Network based Architecture for Text Classification Sanskar Soni S. Chouhan S. Rathore 41 96 0 10 Mar 2022
A practical framework for multi-domain speech recognition and an instance sampling method to neural language modeling Yike Zhang Xiaobing Feng Yi Y. Liu Songjun Cao Long Ma 24 0 0 09 Mar 2022
Benchmarking Online Sequence-to-Sequence and Character-based Handwriting Recognition from IMU-Enhanced Pens Felix Ott David Rügamer Lucas Heublein Tim Hamann Jens Barth Bernd Bischl Christopher Mutschler 30 18 0 14 Feb 2022
Identifying Self-Admitted Technical Debt in Issue Tracking Systems using Machine Learning Yikun Li Mohamed Soliman P. Avgeriou 29 26 0 04 Feb 2022
Context-Aware Discrimination Detection in Job Vacancies using Computational Language Models S. Vethman A. Adhikari M. D. Boer J. V. Genabeek C. Veenman 11 2 0 02 Feb 2022
Co-Regularized Adversarial Learning for Multi-Domain Text Classification Yuan Wu Diana Inkpen Ahmed El-Roby OOD 22 6 0 30 Jan 2022
Zero-Truncated Poisson Regression for Sparse Multiway Count Data Corrupted by False Zeros Oscar López Daniel M. Dunlavy R. Lehoucq 16 3 0 25 Jan 2022
On Sensitivity of Deep Learning Based Text Classification Algorithms to Practical Input Perturbations Aamir Miyajiwala Arnav Ladkat Samiksha Jagadale Raviraj Joshi AAML 17 7 0 02 Jan 2022
Unsupervised Matching of Data and Text N. Ahmadi H. Sand Paolo Papotti 34 19 0 16 Dec 2021
Sentiment Analysis on Brazilian Portuguese User Reviews F. Souza Joao Filho 6 3 0 10 Dec 2021
Seeking Sinhala Sentiment: Predicting Facebook Reactions of Sinhala Posts Vihanga Jayawickrama Gihan Weeraprameshwara Nisansa de Silva Yudhanjaya Wijeratne 14 6 0 01 Dec 2021
WikiContradiction: Detecting Self-Contradiction Articles on Wikipedia Cheng-Mao Hsu Cheng-Te Li Diego Sáez-Trumper Yi-Zhan Hsu SSL 24 13 0 16 Nov 2021
Personalized Benchmarking with the Ludwig Benchmarking Toolkit A. Narayan Piero Molino Karan Goel Willie Neiswanger Christopher Ré 22 11 0 08 Nov 2021
LogLAB: Attention-Based Labeling of Log Data Anomalies via Weak Supervision Thorsten Wittkopp Philipp Wiesner Dominik Scheinert Alexander Acker 21 11 0 02 Nov 2021
Language Semantics Interpretation with an Interaction-based Recurrent Neural Networks S. Lo Yiqiao Yin 24 2 0 02 Nov 2021
Comparative Study of Long Document Classification Vedangi Wagh Snehal Khandve Isha Joshi Apurva Wani Geetanjali Kale Raviraj Joshi 24 25 0 01 Nov 2021
Contrastive Document Representation Learning with Graph Attention Networks Peng Xu Xinchi Chen Xiaofei Ma Zhiheng Huang Bing Xiang 16 9 0 20 Oct 2021
BloomNet: A Robust Transformer based model for Bloom's Learning Outcome Classification Abdul Waheed Muskan Goyal Nimisha Mittal Deepak Gupta Ashish Khanna Moolchand Sharma 10 9 0 16 Aug 2021
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification Shengding Hu Ning Ding Huadong Wang Zhiyuan Liu Jingang Wang Juan-Zi Li Wei Wu Maosong Sun VLM 41 361 0 04 Aug 2021
Using BERT Encoding to Tackle the Mad-lib Attack in SMS Spam Detection S. R. Galeano 40 18 0 13 Jul 2021
Towards Social Role-Based Interruptibility Management Christoph Anderson Judith S. Heinisch Shohreh Deldari Flora D. Salim Sandra Ohly Klaus David V. Pejović 11 1 0 08 Jun 2021
NewsEmbed: Modeling News through Pre-trained Document Representations Jialu Liu Tianqi Liu Cong Yu VLM 176 12 0 01 Jun 2021
An Explainable Probabilistic Classifier for Categorical Data Inspired to Quantum Physics E. Guidotti Alfio Ferrara 17 3 0 26 May 2021
A systematic review of Hate Speech automatic detection using Natural Language Processing Md Saroar Jahan Mourad Oussalah 37 9 0 22 May 2021
Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System Congyin Xia Wenpeng Yin Yihao Feng Philip Yu CLL VLM 27 51 0 24 Apr 2021
Literature review on vulnerability detection using NLP technology Jiajie Wu 39 14 0 23 Apr 2021
On Representation Learning for Scientific News Articles Using Heterogeneous Knowledge Graphs Angelika Romanou Panayiotis Smeros Karl Aberer 17 2 0 12 Apr 2021
L3CubeMahaSent: A Marathi Tweet-based Sentiment Analysis Dataset Atharva Kulkarni Meet Mandhane Manali Likhitkar G. Kshirsagar Raviraj Joshi 25 52 0 21 Mar 2021
An Amharic News Text classification Dataset Israel Abebe Azime Nebil Mohammed 17 11 0 10 Mar 2021
Automatic Expansion of Domain-Specific Affective Models for Web Intelligence Applications A. Weichselbraun Jakob Steixner Adrian Brasoveanu A. Scharl Max C. Göbel L. Nixon 32 10 0 01 Feb 2021
Mixup Regularized Adversarial Networks for Multi-Domain Text Classification Yuan Wu Diana Inkpen Ahmed El-Roby 14 12 0 31 Jan 2021
ShufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models Rutuja Taware Shraddha Varat G. Salunke Chaitanya Gawande Geetanjali Kale Rahul Khengare Raviraj Joshi 22 5 0 30 Jan 2021
Identifying COVID-19 Fake News in Social Media Tathagata Raha Vijayasaradhi Indurthi Aayush Upadhyaya Jeevesh Kataria Pramud Bommakanti Vikram Keswani Vasudeva Varma GNN MedIm 17 12 0 28 Jan 2021
Classification of Pedagogical content using conventional machine learning and deep learning model Vedat Apuk Krenare Pireva Nuçi 14 0 0 18 Jan 2021
Experimental Evaluation of Deep Learning models for Marathi Text Classification Atharva Kulkarni Meet Mandhane Manali Likhitkar G. Kshirsagar J. Jagdale Raviraj Joshi 44 28 0 13 Jan 2021
Using the Naive Bayes as a discriminative classifier E. Azeraf E. Monfrini W. Pieczynski 25 0 0 25 Dec 2020
Costs to Consider in Adopting NLP for Your Business Made Nindyatama Nityasya Haryo Akbarianto Wibowo Radityo Eko Prasojo Alham Fikri Aji VLM 24 3 0 16 Dec 2020
Fully Convolutional Network Bootstrapped by Word Encoding and Embedding for Activity Recognition in Smart Homes Damien Bouchabou S. Nguyen Christopher Lohr Benoit Leduc Ioannis Kanellos 30 29 0 01 Dec 2020
Transdisciplinary AI Observatory -- Retrospective Analyses and Future-Oriented Contradistinctions Nadisha-Marie Aliman L. Kester Roman V. Yampolskiy 27 13 0 26 Nov 2020
SentiLSTM: A Deep Learning Approach for Sentiment Analysis of Restaurant Reviews E. Hossain Omar Sharif M. M. Hoque Iqbal H. Sarker 27 27 0 19 Nov 2020
Sparse Longitudinal Representations of Electronic Health Record Data for the Early Detection of Chronic Kidney Disease in Diabetic Patients Jinghe Zhang Kamran Kowsari M. Boukhechba James H. Harrison J. Lobo Laura E. Barnes 21 4 0 09 Nov 2020