Effective Use of Word Order for Text Categorization with Convolutional Neural Networks

1 December 2014

Tong Zhang

Papers citing "Effective Use of Word Order for Text Categorization with Convolutional Neural Networks"

50 / 88 papers shown

Title
Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification Zihan Wang Peiyi Wang Houfeng Wang 27 1 0 29 Feb 2024
Deep Learning-based Sentiment Classification: A Comparative Survey Mohammed Kayed R. Redondo Alhassan Mabrouk 17 42 0 12 Dec 2023
AE-smnsMLC: Multi-Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value Extraction Zhongfen Deng Wei-Te Chen Lei Chen Philip S. Yu 25 8 0 11 Oct 2023
Encoded Summarization: Summarizing Documents into Continuous Vector Space for Legal Case Retrieval Vu Tran Minh le Nguyen S. Tojo K. Satoh AILaw 25 42 0 15 Sep 2023
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation Tetsu Kasanishi Masaru Isonuma Junichiro Mori Ichiro Sakata 18 8 0 24 May 2023
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks Alon Jacovi Avi Caciularu Omer Goldman Yoav Goldberg 17 95 0 17 May 2023
SA-CNN: Application to text categorization issues using simulated annealing-based convolutional neural network optimization Zihao Guo Yu Cao 22 2 0 13 Mar 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 50 2 0 26 Jan 2023
FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs Niels van der Heijden Ekaterina Shutova H. Yannakoudakis 23 0 0 25 Jan 2023
State-Regularized Recurrent Neural Networks to Extract Automata and Explain Predictions Cheng Wang Carolin (Haas) Lawrence Mathias Niepert 21 3 0 10 Dec 2022
Classifying text using machine learning models and determining conversation drift Chaitanya Chadha V. Gupta Deepak Gupta Ashish Khanna AILaw 29 2 0 15 Nov 2022
Spam Review Detection Using Deep Learning G. M. Shahariar Swapnil Biswas Faiza Omar F. Shah Samiha Binte Hassan 21 55 0 03 Nov 2022
A Transformer-based Framework for POI-level Social Post Geolocation Menglin Li Kwan Hui Lim Teng Guo Junhua Liu 26 14 0 26 Oct 2022
A Machine Learning Approach to Classifying Construction Cost Documents into the International Construction Measurement Standard J. Ignacio Deza Hisham Ihshaish L. Mahdjoubi 36 0 0 24 Oct 2022
MalDetConv: Automated Behaviour-based Malware Detection Framework Based on Natural Language Processing and Deep Learning Techniques Pascal Maniriho A. N. Mahmood M. Chowdhury 25 7 0 08 Sep 2022
Learning Sequence Representations by Non-local Recurrent Neural Memory Wenjie Pei Xin Feng Canmiao Fu Qi Cao Guangming Lu Yu-Wing Tai AI4TS 27 1 0 20 Jul 2022
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification Zihan Wang Peiyi Wang Tianyu Liu Binghuai Lin Yunbo Cao Zhifang Sui Houfeng Wang VLM 11 48 0 28 Apr 2022
TextConvoNet:A Convolutional Neural Network based Architecture for Text Classification Sanskar Soni S. Chouhan S. Rathore 41 96 0 10 Mar 2022
Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification Zihan Wang Peiyi Wang Lianzhe Huang Xin Sun Houfeng Wang AILaw VLM 21 100 0 08 Mar 2022
TraceNet: Tracing and Locating the Key Elements in Sentiment Analysis Qinghua Zhao Shuai Ma 19 0 0 28 Feb 2022
Automated Detection of GDPR Disclosure Requirements in Privacy Policies using Deep Active Learning Tamjid Al-Rahat Tu Le Yuan Tian 29 6 0 08 Nov 2021
Hierarchical Text Classification of Urdu News using Deep Neural Network Taimoor Ahmed Javed W. Shahzad Muhammad Umair Arshad 17 8 0 07 Jul 2021
Multi-Label Learning from Single Positive Labels Elijah Cole Oisin Mac Aodha Titouan Lorieul Pietro Perona Dan Morris Nebojsa Jojic 23 108 0 17 Jun 2021
Literature review on vulnerability detection using NLP technology Jiajie Wu 39 14 0 23 Apr 2021
Structural block driven - enhanced convolutional neural representation for relation extraction Dongsheng Wang Prayag Tiwari S. Garg Hongyin Zhu P. Bruza NAI AI4TS 37 21 0 21 Mar 2021
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
A Comprehensive Survey on Word Representation Models: From Classical to State-Of-The-Art Word Representation Language Models Usman Naseem Imran Razzak S. Khan M. Prasad 14 156 0 28 Oct 2020
Building Legal Case Retrieval Systems with Lexical Matching and Summarization using A Pre-Trained Phrase Scoring Model Vu Tran Minh Le Nguyen K. Satoh ELM AILaw 25 77 0 29 Sep 2020
SHAP values for Explaining CNN-based Text Classification Models Wei Zhao Tarun Joshi V. Nair Agus Sudjianto FAtt 28 36 0 26 Aug 2020
I-AID: Identifying Actionable Information from Disaster-related Tweets Hamada M. Zahera Rricha Jalota M. A. Sherif A. N. Ngomo 19 13 0 04 Aug 2020
Deep Autoencoding Topic Model with Scalable Hybrid Bayesian Inference Hao Zhang Bo Chen Yulai Cong D. Guo Hongwei Liu Mingyuan Zhou BDL 30 27 0 15 Jun 2020
Adversarial Training Based Multi-Source Unsupervised Domain Adaptation for Sentiment Analysis Yong Dai Jian-Dong Liu Xiancong Ren Zenglin Xu 20 54 0 10 Jun 2020
iCapsNets: Towards Interpretable Capsule Networks for Text Classification Zhengyang Wang Xia Hu Shuiwang Ji 19 11 0 16 May 2020
Deep Learning for Political Science Kakia Chatsiou Slava Jankin AI4CE 36 12 0 13 May 2020
Article citation study: Context enhanced citation sentiment detection Vishal Vyas Kumar Ravi V. Ravi V. Uma S. Setlur V. Govindaraju 27 4 0 10 May 2020
Multi-Label Text Classification using Attention-based Graph Neural Network Ankit Pal M. Selvakumar Malaikannan Sankarasubbu 29 80 0 22 Mar 2020
SeMemNN: A Semantic Matrix-Based Memory Neural Network for Text Classification Changzeng Fu Chaoran Liu C. Ishi Y. Yoshikawa H. Ishiguro 27 17 0 04 Mar 2020
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 85 216 0 02 Mar 2020
Empirical Comparisons of CNN with Other Learning Algorithms for Text Classification in Legal Document Review R. Keeling Rishi Chhatwal Nathaniel Huber-Fliflet Jianping Zhang Fusheng Wei Haozhen Zhao Shi Ye Han Qin AILaw 27 21 0 19 Dec 2019
Text as Environment: A Deep Reinforcement Learning Text Readability Assessment Model Hamid Reza Mohammadi S. H. Khasteh Tahereh Firoozi Taha Samavati 29 20 0 12 Dec 2019
Distilling BERT into Simple Neural Networks with Unlabeled Transfer Data Subhabrata Mukherjee Ahmed Hassan Awadallah 26 25 0 04 Oct 2019
RNN Architecture Learning with Sparse Regularization Jesse Dodge Roy Schwartz Hao Peng Noah A. Smith 20 10 0 06 Sep 2019
Hierarchical Text Classification with Reinforced Label Assignment Yuning Mao Jingjing Tian Jiawei Han Xiang Ren 16 90 0 27 Aug 2019
Non-local Recurrent Neural Memory for Supervised Sequence Modeling Canmiao Fu Wenjie Pei Qiong Cao Chaopeng Zhang Yong Zhao Xiaoyong Shen Yu-Wing Tai 24 11 0 26 Aug 2019
Automatically Learning Construction Injury Precursors from Text Henrietta Baker Matthew R. Hallowell A. Tixier 44 101 0 26 Jul 2019
DocBERT: BERT for Document Classification Ashutosh Adhikari Achyudh Ram Raphael Tang Jimmy J. Lin LLMAG VLM 13 296 0 17 Apr 2019
Text Classification Algorithms: A Survey Kamran Kowsari K. Meimandi Mojtaba Heidarysafa Sanjana Mendu Laura E. Barnes Donald E. Brown 30 1,286 0 17 Apr 2019
Ranking-Based Autoencoder for Extreme Multi-label Classification Bingyu Wang Li-Wei Chen Wei Sun Kechen Qin Kefeng Li Hui Zhou 30 15 0 11 Apr 2019
An Innovative Word Encoding Method For Text Classification Using Convolutional Neural Network Amr Adel Helmy Yasser M. K. Omar R. Hodhod 11 8 0 11 Mar 2019
Syntactic Recurrent Neural Network for Authorship Attribution Fereshteh Jafariakinabad Sansiri Tarnpradab K. Hua BDL 13 24 0 26 Feb 2019