Comparative Study of CNN and RNN for Natural Language Processing

7 February 2017

Papers citing "Comparative Study of CNN and RNN for Natural Language Processing"

50 / 59 papers shown

Title
Artificial Intelligence and Deep Learning Algorithms for Epigenetic Sequence Analysis: A Review for Epigeneticists and AI Experts Muhammad Tahir Mahboobeh Norouzi Shehroz S. Khan James Davie Soichiro Yamanaka A. Ashraf 37 1 0 01 Apr 2025
2-Tier SimCSE: Elevating BERT for Robust Sentence Embeddings Yumeng Wang Ziran Zhou Junjin Wang 46 0 0 23 Jan 2025
Spatio-Temporal Graph Convolutional Networks: Optimised Temporal Architecture Edward Turner GNN 38 1 0 14 Jan 2025
Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling Wanghan Xu Fenghua Ling Wenlong Zhang Tao Han Hao Chen Wanli Ouyang Lei Bai AI4CE 39 5 0 22 May 2024
Non-verbal information in spontaneous speech -- towards a new framework of analysis Tirza Biron Moshe Barboy Eran Ben-Artzy Alona Golubchik Yanir Marmor Smadar Szekely Yaron Winter David Harel 37 0 0 06 Mar 2024
Toward a Period-Specific Optimized Neural Network for OCR Error Correction of Historical Hebrew Texts Omri Suissa M. Zhitomirsky-Geffet Avshalom Elmalech 11 8 0 30 Jul 2023
Forward and Inverse Approximation Theory for Linear Temporal Convolutional Networks Hao Jiang Qianxiao Li AI4TS 24 0 0 29 May 2023
Coding for the Gaussian Channel in the Finite Blocklength Regime Using a CNN-Autoencoder N. Hesham M. Bouzid Ahmad Abdel-Qader Anas Chaaban 23 0 0 25 May 2023
Automated Reading Passage Generation with OpenAI's Large Language Model Ummugul Bezirhan M. Davier AI4Ed 31 23 0 10 Apr 2023
Lay Text Summarisation Using Natural Language Processing: A Narrative Literature Review Oliver Vinzelberg M. Jenkins Gordon Morison David McMinn Z. Tieges 37 6 0 24 Mar 2023
Asteria-Pro: Enhancing Deep-Learning Based Binary Code Similarity Detection by Incorporating Domain Knowledge Shouguo Yang Chaopeng Dong Yang Xiao Yiran Cheng Zhiqiang Shi Zhi Li Limin Sun 22 31 0 02 Jan 2023
Intelligent Computing: The Latest Advances, Challenges and Future Shiqiang Zhu Ting Yu Tao Xu Hongyang Chen Schahram Dustdar ... Tariq S. Durrani Huaimin Wang Jiangxing Wu Tongyi Zhang Yunhe Pan AI4CE 36 117 0 21 Nov 2022
Artificial intelligence for improved fitting of trajectories of elementary particles in inhomogeneous dense materials immersed in a magnetic field Saúl Alonso-Monsalve D. Sgalaberna Xingyu Zhao C. Mcgrew A. Rubbia 19 4 0 09 Nov 2022
Are Deep Sequence Classifiers Good at Non-Trivial Generalization? Francesco Cazzaro A. Quattoni X. Carreras MQ 26 0 0 24 Oct 2022
Flipped Classroom: Effective Teaching for Time Series Forecasting P. Teutsch Patrick Mäder AI4TS 29 8 0 17 Oct 2022
Deep Sequence Models for Text Classification Tasks S. S. Abdullahi Su Yiming Shamsuddeen Hassan Muhammad A. Mustapha Ahmad Muhammad Aminu Abdulkadir Abdullahi Musa Bello Saminu Mohammad Aliyu 30 3 0 18 Jul 2022
Highly Accurate FMRI ADHD Classification using time distributed multi modal 3D CNNs Christopher Sims MedIm 19 3 0 24 May 2022
Deep Graph Convolutional Network and LSTM based approach for predicting drug-target binding affinity Shrimon Mukherjee Madhusudan Ghosh Partha Basuchowdhuri 19 28 0 18 Jan 2022
Speedup deep learning models on GPU by taking advantage of efficient unstructured pruning and bit-width reduction Marcin Pietroñ Dominik Zurek 30 13 0 28 Dec 2021
Unsupervised Law Article Mining based on Deep Pre-Trained Language Representation Models with Application to the Italian Civil Code Andrea Tagarelli Andrea Simeri AILaw 31 44 0 02 Dec 2021
Observation Error Covariance Specification in Dynamical Systems for Data assimilation using Recurrent Neural Networks Sibo Cheng Mingming Qiu 32 22 0 11 Nov 2021
Machine Learning for Multimodal Electronic Health Records-based Research: Challenges and Perspectives Ziyi Liu Jiaqi Zhang Yongshuai Hou Xinran Zhang Ge Li Yang Xiang 19 14 0 09 Nov 2021
Lightweight Transformer in Federated Setting for Human Activity Recognition Ali Raza K. Tran L. Koehl Shujun Li Xianyi Zeng Khaled Benzaidi MedIm 25 10 0 01 Oct 2021
Frequency Pooling: Shift-Equivalent and Anti-Aliasing Downsampling Zhendong Zhang OOD 21 5 0 24 Sep 2021
Jointly Modeling Aspect and Polarity for Aspect-based Sentiment Analysis in Persian Reviews Milad Vazan J. Razmara 33 12 0 16 Sep 2021
Oscillatory Fourier Neural Network: A Compact and Efficient Architecture for Sequential Processing Bing Han Cheng Wang Kaushik Roy 34 7 0 14 Sep 2021
BERT Fine-Tuning for Sentiment Analysis on Indonesian Mobile Apps Reviews Kuncahyo Setyo Nugroho Anantha Yullian Sukmadewa DW HaftittahWuswilahaken F. A. Bachtiar N. Yudistira 18 43 0 14 Jul 2021
Literature review on vulnerability detection using NLP technology Jiajie Wu 39 14 0 23 Apr 2021
Hierarchical Adaptive Pooling by Capturing High-order Dependency for Graph Representation Learning Ning Liu Songlei Jian Dongsheng Li Yiming Zhang Zhiquan Lai Hongzuo Xu 39 31 0 13 Apr 2021
Machine Learning Meets Natural Language Processing -- The story so far N. Galanis P. Vafiadis K.-G. Mirzaev G. Papakostas 38 7 0 27 Mar 2021
Trends in deep learning for medical hyperspectral image analysis Uzair Khan Sidike Paheding Colin P. Elkin Vijay Devabhaktuni OOD 27 58 0 27 Nov 2020
Privacy-Preserving and Efficient Data Collection Scheme for AMI Networks Using Deep Learning Mohamed I. Ibrahem Mohamed Mahmoud M. Fouda F. Alsolami Waleed S. Alasmary Xuemin Shen Shen 33 28 0 07 Nov 2020
Deep Learning for Radio-based Human Sensing: Recent Advances and Future Directions Isura Nirmal Abdelwahed Khamis Mahbub Hassan Wen Hu Xiaoqing Zhu 31 68 0 23 Oct 2020
Interpreting convolutional networks trained on textual data Reza Marzban Christopher Crick FAtt 27 3 0 20 Oct 2020
Deep Learning for Predictive Business Process Monitoring: Review and Benchmark Efrén Rama-Maneiro J. Vidal Manuel Lama 11 74 0 24 Sep 2020
On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice Li Yang Abdallah Shami AI4CE 20 2,032 0 30 Jul 2020
i6mA-CNN: a convolution based computational approach towards identification of DNA N6-methyladenine sites in rice genome Ruhul Amin C. R. Rahman Md. Sadrul Islam Toaha Swakkhar Shatabda 21 4 0 20 Jul 2020
Unlocking the Power of Deep PICO Extraction: Step-wise Medical NER Identification Tengteng Zhang Yiqin Yu Jing Mei Zefang Tang Xiang Zhang Shaochun Li 27 10 0 30 Apr 2020
Transformer Hawkes Process Simiao Zuo Haoming Jiang Zichong Li T. Zhao H. Zha AI4TS 24 286 0 21 Feb 2020
SCAUL: Power Side-Channel Analysis with Unsupervised Learning Keyvan Ramezanpour P. Ampadu William Diehl 13 45 0 16 Jan 2020
Predicting Heart Failure Readmission from Clinical Notes Using Deep Learning Xiong Liu Yu Chen J. Bae Hu Li J. Johnston Todd Sanger 16 31 0 21 Dec 2019
Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels Yihan Jiang Hyeji Kim Himanshu Asnani Sreeram Kannan Sewoong Oh Pramod Viswanath 32 134 0 08 Nov 2019
Language-Agnostic Syllabification with Neural Sequence Labeling Jacob Krantz Max W. Dulin P. Palma 33 13 0 29 Sep 2019
A Deep Learning-Based Approach for Measuring the Domain Similarity of Persian Texts Hossein Keshavarz Shohreh Tabatabayi Seifi M. Izadi 22 2 0 12 Sep 2019
Interactive Learning for Identifying Relevant Tweets to Support Real-time Situational Awareness L. Snyder Yi-Shan Lin M. Karimzadeh Dan Goldwasser D. Ebert 30 50 0 01 Aug 2019
Deep Learning for Time Series Forecasting: The Electric Load Case Alberto Gasparin S. Lukovic Cesare Alippi AI4TS 27 220 0 22 Jul 2019
Comparison of Neural Network Architectures for Spectrum Sensing Ziyu Ye A. Gilman Qihang Peng Kelly Levick P. Cosman L. B. Milstein MQ 21 9 0 15 Jul 2019
Resilient Combination of Complementary CNN and RNN Features for Text Classification through Attention and Ensembling Athanasios Giannakopoulos Maxime Coriou Andreea Hossmann Michael Baeriswyl C. Musat 11 3 0 28 Mar 2019
Improving Natural Language Inference Using External Knowledge in the Science Questions Domain Xiaoyang Wang Pavan Kapanipathi Ryan Musa Mo Yu Kartik Talamadupula ... Maria Chang Achille Fokoue B. Makni Nicholas Mattei Michael Witbrock 18 158 0 15 Sep 2018
Comparing Attention-based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension Matthias Blohm Glorianna Jagfeld Ekta Sood Xiang Yu Ngoc Thang Vu 27 54 0 27 Aug 2018