A Survey on Text Classification: From Shallow to Deep Learning

2 August 2020

Hao Peng

Lichao Sun

Philip S. Yu

Lifang He

VLM

ArXiv PDF HTML

Papers citing "A Survey on Text Classification: From Shallow to Deep Learning"

21 / 21 papers shown

Title
Speaker Diarization for Low-Resource Languages Through Wav2vec Fine-Tuning Abdulhady Abas Abdullah S. H. Karim Sara Azad Ahmed Kanar R. Tariq Tarik Ahmed Rashid 147 0 0 23 Apr 2025
Graph-based Retrieval Augmented Generation for Dynamic Few-shot Text Classification Yubo Wang Haoyang Li Fei Teng Lei Chen 91 1 0 17 Feb 2025
A Transformer-based Autoregressive Decoder Architecture for Hierarchical Text Classification Younes Yousef Lukas Galke A. Scherp 46 0 0 23 Jan 2025
Ensemble Methods for Sequence Classification with Hidden Markov Models Maxime Kawawa-Beaudan Srijan Sood Soham Palande Ganapathy Mani T. Balch Manuela Veloso 27 0 0 11 Sep 2024
Prompt Selection Matters: Enhancing Text Annotations for Social Sciences with Large Language Models Louis Abraham Charles Arnal Antoine Marie 55 1 0 15 Jul 2024
Capturing Pertinent Symbolic Features for Enhanced Content-Based Misinformation Detection Flavio Merenda José Manuél Gómez-Pérez 22 0 0 29 Jan 2024
Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness Samaneh Shafee A. Bessani Pedro M. Ferreira 26 18 0 26 Jan 2024
DDNAS: Discretized Differentiable Neural Architecture Search for Text Classification Kuan-Yu Chen Cheng Li Kuo-Jung Lee 28 1 0 12 Jul 2023
ESimCSE Unsupervised Contrastive Learning Jointly with UDA Semi-Supervised Learning for Large Label System Text Classification Mode Ruan Lu Zhou Hangcheng Ran Meng Zhao Jin Qin JiaoYu Wei Feng Wang ChenZi 32 0 0 19 Apr 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 13 4 0 17 Jan 2023
Intent Recognition in Conversational Recommender Systems Sahar Moradizeyveh 35 5 0 06 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 11 6 0 01 Dec 2022
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets Fabian Karl A. Scherp VLM 21 20 0 30 Nov 2022
Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power Systems Qian Li Jianxin Li Lihong Wang Cheng Ji Yiming Hei Jiawei Sheng Qingyun Sun Shan Xue P. Xie 21 8 0 15 Nov 2022
A semantic hierarchical graph neural network for text classification Shuai Hua Xinxin Li Yun Jing Qu Liu 15 3 0 15 Sep 2022
Taygete at SemEval-2022 Task 4: RoBERTa based models for detecting Patronising and Condescending Language Jayant Chhillar 31 0 0 22 Apr 2022
A Conversational Agent System for Dietary Supplements Use Esha Singh A. Bompelli Ruyuan Wan Jiang Bian Serguei V. S. Pakhomov Rui Zhang ELM 13 5 0 04 Apr 2021
A Simple yet Brisk and Efficient Active Learning Platform for Text Classification Teja Kanchinadam Qian You Keith Westpfahl James Kim S. Gunda Sebastian Seith G. Fung VLM 13 1 0 31 Jan 2021
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification Ting Jiang Deqing Wang Leilei Sun Huayi Yang Zhengyang Zhao Fuzhen Zhuang VLM 115 137 0 09 Jan 2021
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,450 0 18 Mar 2020
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014