Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling Tasks

21 July 2017

Papers citing "Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling Tasks"

19 / 19 papers shown

Title
Multi-annotator Deep Learning: A Probabilistic Framework for Classification M. Herde Denis Huseljic Bernhard Sick 28 9 0 05 Apr 2023
LaTeX-Numeric: Language-agnostic Text attribute eXtraction for E-commerce Numeric Attributes Kartik Mehta I. Oprea Nikhil Rasiwasia 19 6 0 19 Apr 2021
Global Attention for Name Tagging Boliang Zhang Spencer Whitehead Lifu Huang Heng Ji 50 17 0 19 Oct 2020
Approximate Cross-Validation for Structured Models S. Ghosh William T. Stephenson Tin D. Nguyen Sameer K. Deshpande Tamara Broderick 10 15 0 23 Jun 2020
DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature Chaoran Cheng Fei Tan Zhi Wei 20 7 0 05 Jun 2020
Dual Learning for Semi-Supervised Natural Language Understanding Su Zhu Ruisheng Cao Kai Yu 43 31 0 26 Apr 2020
Time Series Data Augmentation for Neural Networks by Time Warping with a Discriminative Teacher Brian Kenji Iwana S. Uchida AI4TS 21 86 0 19 Apr 2020
Greenhouse Gas Emission Prediction on Road Network using Deep Sequence Learning Lama Alfaseeh R. Tu Bilal Farooq M. Hatzopoulou 18 46 0 16 Apr 2020
Structure-Level Knowledge Distillation For Multilingual Sequence Labeling Xinyu Wang Yong-jia Jiang Nguyen Bach Tao Wang Fei Huang Kewei Tu 28 36 0 08 Apr 2020
AliCoCo: Alibaba E-commerce Cognitive Concept Net Xusheng Luo Luxin Liu Yanting Yang Le Bo Yuanpeng Cao Jinhang Wu Qiang Li Keping Yang Kenny Q. Zhu 22 66 0 30 Mar 2020
Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study Jinlan Fu Pengfei Liu Qi Zhang Xuanjing Huang AI4CE 25 73 0 12 Jan 2020
Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019 Omer Berat Sezer M. U. Gudelek A. Ozbayoglu AI4TS 33 990 0 29 Nov 2019
Language-Agnostic Syllabification with Neural Sequence Labeling Jacob Krantz Max W. Dulin P. Palma 25 13 0 29 Sep 2019
Multi-Year Vector Dynamic Time Warping Based Crop Mapping Mustafa Teke Y. Çetin 14 6 0 11 Sep 2019
Adversarial Learning of Privacy-Preserving Text Representations for De-Identification of Medical Records Max Friedrich Arne Köhn Gregor Wiedemann Chris Biemann OOD MedIm 14 26 0 12 Jun 2019
Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition Zenan Zhai Dat Quoc Nguyen Karin Verspoor 9 30 0 25 Aug 2018
Design Challenges and Misconceptions in Neural Sequence Labeling Jie Yang Shuailong Liang Yue Zhang 118 161 0 12 Jun 2018
Deep Cascade Multi-task Learning for Slot Filling in Online Shopping Assistant Yu Gong Xusheng Luo Yu Zhu Wenwu Ou Zhao Li Muhua Zhu Kenny Q. Zhu Lu Duan Xi Chen 16 30 0 30 Mar 2018
SRL4ORL: Improving Opinion Role Labeling using Multi-task Learning with Semantic Role Labeling Ana Marasović Anette Frank 25 9 0 02 Nov 2017