Dynamic Evaluation of Neural Sequence Models

21 September 2017

Papers citing "Dynamic Evaluation of Neural Sequence Models"

22 / 22 papers shown

Title
Learning to (Learn at Test Time): RNNs with Expressive Hidden States Yu Sun Xinhao Li Karan Dalal Jiarui Xu Arjun Vikram ... Xinlei Chen Xiaolong Wang Sanmi Koyejo Tatsunori Hashimoto Carlos Guestrin 58 93 0 05 Jul 2024
$k$ NN-Adapter: Efficient Domain Adaptation for Black-Box Language Models Yangsibo Huang Daogao Liu Zexuan Zhong Weijia Shi Y. Lee RALM ALM 12 14 0 21 Feb 2023
Local-to-Global Information Communication for Real-Time Semantic Segmentation Network Search Guangliang Cheng Peng Sun Ting-Bing Xu Shuchang Lyu Peiwen Lin 20 1 0 16 Feb 2023
Training Integer-Only Deep Recurrent Neural Networks V. Nia Eyyub Sari Vanessa Courville M. Asgharian MQ 45 2 0 22 Dec 2022
Meta-Learning Fast Weight Language Models Kevin Clark Kelvin Guu Ming-Wei Chang Panupong Pasupat Geoffrey E. Hinton Mohammad Norouzi KELM 32 13 0 05 Dec 2022
Circling Back to Recurrent Models of Language Gábor Melis 27 0 0 03 Nov 2022
Learning to Adapt Clinical Sequences with Residual Mixture of Experts Jeong Min Lee Milos Hauskrecht AI4TS 11 0 0 06 Apr 2022
iRNN: Integer-only Recurrent Neural Network Eyyub Sari Vanessa Courville V. Nia MQ 45 4 0 20 Sep 2021
Time-Aware Language Models as Temporal Knowledge Bases Bhuwan Dhingra Jeremy R. Cole Julian Martin Eisenschlos D. Gillick Jacob Eisenstein William W. Cohen KELM 28 264 0 29 Jun 2021
Mind the Gap: Assessing Temporal Generalization in Neural Language Models Angeliki Lazaridou A. Kuncoro E. Gribovskaya Devang Agrawal Adam Liska ... Sebastian Ruder Dani Yogatama Kris Cao Susannah Young Phil Blunsom VLM 30 207 0 03 Feb 2021
Automated Source Code Generation and Auto-completion Using Deep Learning: Comparing and Discussing Current Language-Model-Related Approaches Juan Cruz-Benito Sanjay Vishwakarma Francisco Martín-Fernández Ismael Faro Ibm Quantum 22 30 0 16 Sep 2020
MaxUp: A Simple Way to Improve Generalization of Neural Network Training Chengyue Gong Tongzheng Ren Mao Ye Qiang Liu AAML 16 56 0 20 Feb 2020
Continual adaptation for efficient machine communication Robert D. Hawkins Minae Kwon Dorsa Sadigh Noah D. Goodman CLL 19 32 0 22 Nov 2019
Barack's Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language Modeling IV RobertL.Logan Nelson F. Liu Matthew E. Peters Matt Gardner Sameer Singh RALM 11 186 0 17 Jun 2019
Language Models with Transformers Chenguang Wang Mu Li Alex Smola 10 120 0 20 Apr 2019
Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities O. Ganea Sylvain Gelly Gary Bécigneul Aliaksei Severyn 21 18 0 21 Feb 2019
Direct Output Connection for a High-Rank Language Model Sho Takase Jun Suzuki Masaaki Nagata 18 36 0 30 Aug 2018
A Neural Model of Adaptation in Reading Marten van Schijndel Tal Linzen 17 62 0 29 Aug 2018
Pyramidal Recurrent Unit for Language Modeling Sachin Mehta Rik Koncel-Kedziorski Mohammad Rastegari Hannaneh Hajishirzi 21 10 0 27 Aug 2018
Noisin: Unbiased Regularization for Recurrent Neural Networks Adji Bousso Dieng Rajesh Ranganath Jaan Altosaar David M. Blei 17 22 0 03 May 2018
An Analysis of Neural Language Modeling at Multiple Scales Stephen Merity N. Keskar R. Socher 22 170 0 22 Mar 2018
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 269 5,326 0 05 Nov 2016