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"

50 / 68 papers shown

Title
Path Analysis for Effective Fault Localization in Deep Neural Networks Soroush Hashemifar Saeed Parsa A. Kalaee AAML 39 0 0 28 Jan 2025
LSTM Recurrent Neural Networks for Cybersecurity Named Entity Recognition Houssem Gasmi Jannik Laval Abdelaziz Bouras 24 44 0 30 Aug 2024
PERCORE: A Deep Learning-Based Framework for Persian Spelling Correction with Phonetic Analysis S. Dashti A. K. Bardsiri M. J. Shahbazzadeh 34 3 0 20 Jul 2024
Recent advancements in computational morphology : A comprehensive survey Jatayu Baxi Brijesh S. Bhatt AI4CE 32 1 0 08 Jun 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 38 17 0 05 Jul 2023
Backdoor Learning for NLP: Recent Advances, Challenges, and Future Research Directions Marwan Omar SILM AAML 33 20 0 14 Feb 2023
Deep Learning Models to Study Sentence Comprehension in the Human Brain S. Arana Jacques Pesnot Lerousseau P. Hagoort 21 10 0 16 Jan 2023
Trace Encoding in Process Mining: a survey and benchmarking Sylvio Barbon Junior Paolo Ceravolo R. Oyamada G. Tavares AI4TS 23 20 0 05 Jan 2023
A survey on text generation using generative adversarial networks Gustavo de Rosa João Paulo Papa GAN 26 87 0 20 Dec 2022
Sinhala Sentence Embedding: A Two-Tiered Structure for Low-Resource Languages Gihan Weeraprameshwara Vihanga Jayawickrama Nisansa de Silva Yudhanjaya Wijeratne 23 4 0 26 Oct 2022
Towards Fine-Dining Recipe Generation with Generative Pre-trained Transformers Konstantinos Katserelis Konstantinos Skianis 19 3 0 26 Sep 2022
hate-alert@DravidianLangTech-ACL2022: Ensembling Multi-Modalities for Tamil TrollMeme Classification Mithun Das Somnath Banerjee Animesh Mukherjee VLM 22 6 0 25 Mar 2022
Abusive and Threatening Language Detection in Urdu using Boosting based and BERT based models: A Comparative Approach Mithun Das Somnath Banerjee Punyajoy Saha 9 23 0 27 Nov 2021
Conformal prediction for text infilling and part-of-speech prediction N. Dey Jing Ding Jack G. Ferrell Carolina Kapper Maxwell Lovig Emiliano Planchon Jonathan P. Williams UQLM 21 19 0 04 Nov 2021
Semi-tensor Product-based TensorDecomposition for Neural Network Compression Hengling Zhao Yipeng Liu Xiaolin Huang Ce Zhu 36 6 0 30 Sep 2021
Computational Morphology with Neural Network Approaches Ling Liu AI4CE 24 8 0 19 May 2021
Machine Learning Meets Natural Language Processing -- The story so far N. Galanis P. Vafiadis K.-G. Mirzaev G. Papakostas 30 6 0 27 Mar 2021
DeepHate: Hate Speech Detection via Multi-Faceted Text Representations Rui Cao Roy Ka-Wei Lee Tuan-Anh Hoang 19 88 0 14 Mar 2021
Deep learning for time series classification Hassan Ismail Fawaz BDL AI4TS 43 35 0 01 Oct 2020
A Markovian Model-Driven Deep Learning Framework for Massive MIMO CSI Feedback Zhenyu Liu Mason del Rosario Z. Ding 11 41 0 20 Sep 2020
Malicious Network Traffic Detection via Deep Learning: An Information Theoretic View Erick Galinkin AAML 15 0 0 16 Sep 2020
A Survey of Evaluation Metrics Used for NLG Systems Ananya B. Sai Akash Kumar Mohankumar Mitesh M. Khapra ELM 27 228 0 27 Aug 2020
Cultural Cartography with Word Embeddings Dustin S. Stoltz Marshall A. Taylor 23 38 0 09 Jul 2020
Explainable CNN-attention Networks (C-Attention Network) for Automated Detection of Alzheimer's Disease Ning Wang Mingxuan Chen K. P. Subbalakshmi 20 22 0 25 Jun 2020
A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer's Type T. Cohen Serguei V. S. Pakhomov 14 25 0 07 May 2020
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 27 237 0 12 Apr 2020
Deep Learning Approach for Intelligent Named Entity Recognition of Cyber Security K. Simran S. Sriram R. Vinayakumar KP Soman 19 30 0 31 Mar 2020
Machine learning as a model for cultural learning: Teaching an algorithm what it means to be fat Alina Arseniev-Koehler J. Foster 43 46 0 24 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 26 14 0 02 Jan 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 19 21 0 19 Dec 2019
Deconstructing and reconstructing word embedding algorithms Edward Newell Kian Kenyon-Dean Jackie C.K. Cheung 31 4 0 29 Nov 2019
Deep Learning of Subsurface Flow via Theory-guided Neural Network Nanzhe Wang Dongxiao Zhang Haibin Chang Heng Li AI4CE 25 226 0 24 Oct 2019
Effective writing style imitation via combinatorial paraphrasing Tommi Gröndahl Nadarajah Asokan 10 7 0 31 May 2019
A logical-based corpus for cross-lingual evaluation Felipe Salvatore Marcelo Finger R. Hirata 18 1 0 10 May 2019
Sequence Learning with RNNs for Medical Concept Normalization in User-Generated Texts E. Tutubalina Z. Miftahutdinov Sergey I. Nikolenko Valentin Malykh MedIm 6 83 0 28 Nov 2018
Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints Ning Yu Larry S. Davis Mario Fritz 19 3 0 20 Nov 2018
Reduced-order modeling with artificial neurons for gravitational-wave inference A. J. Chua C. Galley M. Vallisneri 19 51 0 13 Nov 2018
Learning Semantic Representations for Novel Words: Leveraging Both Form and Context Timo Schick Hinrich Schütze AI4TS NAI 22 33 0 09 Nov 2018
Applying Deep Learning To Airbnb Search Malay Haldar Mustafa Abdool Prashant Ramanathan Tao Xu Shulin Yang ... Qing Zhang Nick Barrow-Williams B. Turnbull Brendan M. Collins Thomas Legrand DML 15 83 0 22 Oct 2018
Deep learning for time series classification: a review Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller AI4TS AI4CE 95 2,650 0 12 Sep 2018
Making effective use of healthcare data using data-to-text technology Steffen Pauws Albert Gatt E. Krahmer Ehud Reiter 19 30 0 10 Aug 2018
An improved neural network model for joint POS tagging and dependency parsing Dat Quoc Nguyen Karin Verspoor 27 63 0 11 Jul 2018
Energy-Constrained Compression for Deep Neural Networks via Weighted Sparse Projection and Layer Input Masking Haichuan Yang Yuhao Zhu Ji Liu CVBM 12 36 0 12 Jun 2018
SoPa: Bridging CNNs, RNNs, and Weighted Finite-State Machines Roy Schwartz Sam Thomson Noah A. Smith 28 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 36 98 0 14 May 2018
Dynamic Meta-Embeddings for Improved Sentence Representations Douwe Kiela Changhan Wang Kyunghyun Cho AI4TS 22 108 0 21 Apr 2018
High-Dimensional Vector Semantics M. Andrecut 8 2 0 23 Feb 2018
Decision support from financial disclosures with deep neural networks and transfer learning Mathias Kraus Stefan Feuerriegel AIFin 14 261 0 11 Oct 2017
Computation Error Analysis of Block Floating Point Arithmetic Oriented Convolution Neural Network Accelerator Design Zhourui Song Zhenyu Liu Dongsheng Wang 21 41 0 22 Sep 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Erik Cambria 35 2,822 0 09 Aug 2017