NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing

12 June 2020

Papers citing "NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing"

36 / 36 papers shown

Title
Approach to Finding a Robust Deep Learning Model Alexey Boldyrev Fedor Ratnikov Andrey Shevelev OOD 176 0 0 22 May 2025
HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark Chaojian Li Zhongzhi Yu Yonggan Fu Yongan Zhang Yang Zhao Haoran You Qixuan Yu Yue Wang Yingyan Lin 99 110 0 19 Mar 2021
Multi-fidelity Neural Architecture Search with Knowledge Distillation I. Trofimov Nikita Klyuchnikov Mikhail Salnikov Alexander N. Filippov Evgeny Burnaev 73 15 0 15 Jun 2020
jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models Yada Pruksachatkun Philip Yeres Haokun Liu Jason Phang Phu Mon Htut Alex Jinpeng Wang Ian Tenney Samuel R. Bowman SSeg 32 94 0 04 Mar 2020
NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search Arber Zela Julien N. Siems Frank Hutter 122 148 0 28 Jan 2020
NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search Xuanyi Dong Yi Yang 132 710 0 02 Jan 2020
NAS evaluation is frustratingly hard Antoine Yang P. Esperança Fabio Maria Carlucci 65 168 0 28 Dec 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 404 20,114 0 23 Oct 2019
Best Practices for Scientific Research on Neural Architecture Search Marius Lindauer Frank Hutter 54 144 0 05 Sep 2019
Tabular Benchmarks for Joint Architecture and Hyperparameter Optimization Aaron Klein Frank Hutter 39 92 0 13 May 2019
NAS-Bench-101: Towards Reproducible Neural Architecture Search Chris Ying Aaron Klein Esteban Real Eric Christiansen Kevin Patrick Murphy Frank Hutter 77 682 0 25 Feb 2019
Random Search and Reproducibility for Neural Architecture Search Liam Li Ameet Talwalkar OOD 73 724 0 20 Feb 2019
'Zhores' -- Petaflops supercomputer for data-driven modeling, machine learning and artificial intelligence installed in Skolkovo Institute of Science and Technology Igor Zacharov R. Arslanov Maxim Gunin D. Stefonishin Sergey Pavlov O. Panarin Anton K. Maliutin S. Rykovanov M. Fedorov AI4CE VLM 93 189 0 20 Feb 2019
Densely Connected Attention Propagation for Reading Comprehension Yi Tay Anh Tuan Luu S. Hui Jian Su 53 48 0 10 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,729 0 11 Oct 2018
A Tutorial on Bayesian Optimization P. Frazier GP 104 1,786 0 08 Jul 2018
DARTS: Differentiable Architecture Search Hanxiao Liu Karen Simonyan Yiming Yang 187 4,350 0 24 Jun 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.1K 7,152 0 20 Apr 2018
Efficient Neural Architecture Search via Parameter Sharing Hieu H. Pham M. Guan Barret Zoph Quoc V. Le J. Dean 107 2,762 0 09 Feb 2018
Regularized Evolution for Image Classifier Architecture Search Esteban Real A. Aggarwal Yanping Huang Quoc V. Le 150 3,026 0 05 Feb 2018
Regularizing and Optimizing LSTM Language Models Stephen Merity N. Keskar R. Socher 163 1,095 0 07 Aug 2017
graph2vec: Learning Distributed Representations of Graphs A. Narayanan Mahinthan Chandramohan R. Venkatesan Lihui Chen Yang Liu Shantanu Jaiswal GNN 69 742 0 17 Jul 2017
Massive Exploration of Neural Machine Translation Architectures D. Britz Anna Goldie Minh-Thang Luong Quoc V. Le 63 519 0 11 Mar 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 447 5,369 0 05 Nov 2016
Pointer Sentinel Mixture Models Stephen Merity Caiming Xiong James Bradbury R. Socher RALM 290 2,854 0 26 Sep 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 760 36,781 0 25 Aug 2016
Using the Output Embedding to Improve Language Models Ofir Press Lior Wolf 67 733 0 20 Aug 2016
Recurrent Highway Networks J. Zilly R. Srivastava Jan Koutník Jürgen Schmidhuber 71 417 0 12 Jul 2016
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization Lisha Li Kevin Jamieson Giulia DeSalvo Afshin Rostamizadeh Ameet Talwalkar 219 2,325 0 21 Mar 2016
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 774 38,735 0 09 Mar 2016
Exploring the Limits of Language Modeling Rafal Jozefowicz Oriol Vinyals M. Schuster Noam M. Shazeer Yonghui Wu 186 1,145 0 07 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,814 0 10 Dec 2015
LSTM: A Search Space Odyssey Klaus Greff R. Srivastava Jan Koutník Bas R. Steunebrink Jürgen Schmidhuber AI4TS VLM 114 5,294 0 13 Mar 2015
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 237 6,775 0 03 Sep 2014
SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation Felix Hill Roi Reichart Anna Korhonen 98 1,303 0 15 Aug 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 377 33,520 0 16 Oct 2013