A Primer on Neural Network Models for Natural Language Processing

2 October 2015

Papers citing "A Primer on Neural Network Models for Natural Language Processing"

23 / 23 papers shown

Title
Path Analysis for Effective Fault Localization in Deep Neural Networks Soroush Hashemifar Saeed Parsa A. Kalaee AAML 34 0 0 28 Jan 2025
PERCORE: A Deep Learning-Based Framework for Persian Spelling Correction with Phonetic Analysis S. Dashti A. K. Bardsiri M. J. Shahbazzadeh 16 3 0 20 Jul 2024
Exploring Multimodal Approaches for Alzheimer's Disease Detection Using Patient Speech Transcript and Audio Data Hongmin Cai Xiaoke Huang Zheng Liu Wenxiong Liao Haixing Dai ... Dajiang Zhu Hui Ren Quanzheng Li Tianming Liu Xiang Li 12 17 0 05 Jul 2023
Deep Learning Models to Study Sentence Comprehension in the Human Brain S. Arana Jacques Pesnot Lerousseau P. Hagoort 10 10 0 16 Jan 2023
Sinhala Sentence Embedding: A Two-Tiered Structure for Low-Resource Languages Gihan Weeraprameshwara Vihanga Jayawickrama Nisansa de Silva Yudhanjaya Wijeratne 8 4 0 26 Oct 2022
hate-alert@DravidianLangTech-ACL2022: Ensembling Multi-Modalities for Tamil TrollMeme Classification Mithun Das Somnath Banerjee Animesh Mukherjee VLM 14 6 0 25 Mar 2022
NNV: The Neural Network Verification Tool for Deep Neural Networks and Learning-Enabled Cyber-Physical Systems Hoang-Dung Tran Xiaodong Yang Diego Manzanas Lopez Patrick Musau L. V. Nguyen Weiming Xiang Stanley Bak Taylor T. Johnson 16 234 0 12 Apr 2020
Deep Learning Approach for Intelligent Named Entity Recognition of Cyber Security K. Simran S. Sriram R. Vinayakumar KP Soman 4 29 0 31 Mar 2020
Deep Technology Tracing for High-tech Companies Han Wu Kun Zhang Guangyi Lv Qi Liu Runlong Yu Weihao Zhao Enhong Chen Jianhui Ma 19 14 0 02 Jan 2020
Deep Learning of Subsurface Flow via Theory-guided Neural Network Nanzhe Wang Dongxiao Zhang Haibin Chang Heng Li AI4CE 17 223 0 24 Oct 2019
Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints Ning Yu Larry S. Davis Mario Fritz 8 3 0 20 Nov 2018
Reduced-order modeling with artificial neurons for gravitational-wave inference A. J. Chua C. Galley M. Vallisneri 8 51 0 13 Nov 2018
Deep learning for time series classification: a review Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller AI4TS AI4CE 47 2,627 0 12 Sep 2018
SoPa: Bridging CNNs, RNNs, and Weighted Finite-State Machines Roy Schwartz Sam Thomson Noah A. Smith 12 24 0 15 May 2018
A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors M. Khodak Nikunj Saunshi Yingyu Liang Tengyu Ma Brandon M Stewart Sanjeev Arora 23 97 0 14 May 2018
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis Jose Camacho-Collados Mohammad Taher Pilehvar 25 140 0 06 Jul 2017
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints N. Mrksic Ivan Vulić Diarmuid Ó Séaghdha Ira Leviant Roi Reichart Milica Gasic Anna Korhonen S. Young 13 227 0 01 Jun 2017
DeepPicker: a Deep Learning Approach for Fully Automated Particle Picking in Cryo-EM Feng Wang Huichao Gong Gaochao liu Meijing Li Chuangye Yan Tian Xia Xueming Li Jianyang Zeng 14 166 0 06 May 2016
Stack-propagation: Improved Representation Learning for Syntax Yuan Zhang David J. Weiss 29 87 0 21 Mar 2016
Benefits of depth in neural networks Matus Telgarsky 123 600 0 14 Feb 2016
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification Ye Zhang Byron C. Wallace AAML 22 1,178 0 13 Oct 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 245 9,042 0 06 Jun 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 237 7,597 0 03 Jul 2012