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On the State of the Art of Evaluation in Neural Language Models

18 July 2017

Papers citing "On the State of the Art of Evaluation in Neural Language Models"

40 / 190 papers shown

Title
Troubling Trends in Machine Learning Scholarship Zachary Chase Lipton Jacob Steinhardt 71 291 0 09 Jul 2018
BOHB: Robust and Efficient Hyperparameter Optimization at Scale Stefan Falkner Aaron Klein Frank Hutter BDL 245 1,102 0 04 Jul 2018
Slip Detection: Analysis and Calibration of Univariate Tactile Signals Karl Van Wyk J. Falco 56 15 0 27 Jun 2018
DARTS: Differentiable Architecture Search Hanxiao Liu Karen Simonyan Yiming Yang 216 4,384 0 24 Jun 2018
Evaluating language models of tonal harmony David R. W. Sears Filip Korzeniowski Gerhard Widmer 21 4 0 22 Jun 2018
Deep Learning to Detect Redundant Method Comments Annie Louis Santanu Kumar Dash Earl T. Barr Charles Sutton 59 16 0 12 Jun 2018
Let's do it "again": A First Computational Approach to Detecting Adverbial Presupposition Triggers Andre Cianflone Yulan Feng Jad Kabbara Jackie C.K. Cheung 83 10 0 11 Jun 2018
Towards Binary-Valued Gates for Robust LSTM Training Zhuohan Li Di He Fei Tian Wei-neng Chen Tao Qin Liwei Wang Tie-Yan Liu MQ 59 47 0 08 Jun 2018
Efficient Full-Matrix Adaptive Regularization Naman Agarwal Brian Bullins Xinyi Chen Elad Hazan Karan Singh Cyril Zhang Yi Zhang 63 21 0 08 Jun 2018
Approximating Real-Time Recurrent Learning with Random Kronecker Factors Asier Mujika Florian Meier Angelika Steger 126 62 0 28 May 2018
Pushing the bounds of dropout Gábor Melis Charles Blundell Tomás Kociský Karl Moritz Hermann Chris Dyer Phil Blunsom 53 13 0 23 May 2018
Improved Sentence Modeling using Suffix Bidirectional LSTM Siddhartha Brahma 62 24 0 18 May 2018
Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context Urvashi Khandelwal He He Peng Qi Dan Jurafsky RALM 66 298 0 12 May 2018
Noisin: Unbiased Regularization for Recurrent Neural Networks Adji Bousso Dieng Rajesh Ranganath Jaan Altosaar David M. Blei 66 22 0 03 May 2018
Personalized Language Model for Query Auto-Completion Aaron Jaech Mari Ostendorf RALM 68 65 0 25 Apr 2018
Strong Baselines for Neural Semi-supervised Learning under Domain Shift Sebastian Ruder Barbara Plank 66 172 0 25 Apr 2018
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling Liyuan Liu Xiang Ren Jingbo Shang Jian-wei Peng Jiawei Han 90 44 0 20 Apr 2018
Fast Parametric Learning with Activation Memorization Jack W. Rae Chris Dyer Peter Dayan Timothy Lillicrap KELM 165 47 0 27 Mar 2018
An Analysis of Neural Language Modeling at Multiple Scales Stephen Merity N. Keskar R. Socher 84 171 0 22 Mar 2018
Entity-Aware Language Model as an Unsupervised Reranker Mohammad Sadegh Rasooli S. Parthasarathy 23 0 0 12 Mar 2018
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun DRL 108 4,886 0 04 Mar 2018
Memory-based Parameter Adaptation Pablo Sprechmann Siddhant M. Jayakumar Jack W. Rae Alexander Pritzel Adria Puigdomenech Badia Benigno Uria Oriol Vinyals Demis Hassabis Razvan Pascanu Charles Blundell ODL OOD VLM 95 102 0 28 Feb 2018
Reusing Weights in Subword-aware Neural Language Models Z. Assylbekov Rustem Takhanov 33 4 0 23 Feb 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 502 11,579 0 15 Feb 2018
Efficient Neural Architecture Search via Parameter Sharing Hieu H. Pham M. Guan Barret Zoph Quoc V. Le J. Dean 215 2,777 0 09 Feb 2018
Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs W. James Murdoch Peter J. Liu Bin Yu 93 210 0 16 Jan 2018
A Flexible Approach to Automated RNN Architecture Generation Martin Schrimpf Stephen Merity James Bradbury R. Socher 59 16 0 20 Dec 2017
Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks Salman Mohammed Peng Shi Jimmy J. Lin 90 106 0 05 Dec 2017
Neural Text Generation: A Practical Guide Ziang Xie 59 46 0 27 Nov 2017
Breaking the Softmax Bottleneck: A High-Rank RNN Language Model Zhilin Yang Zihang Dai Ruslan Salakhutdinov William W. Cohen BDL 146 374 0 10 Nov 2017
Weighted Transformer Network for Machine Translation Karim Ahmed N. Keskar R. Socher 92 134 0 06 Nov 2017
Neural Language Modeling by Jointly Learning Syntax and Lexicon Songlin Yang Zhouhan Lin Chin-Wei Huang Aaron Courville 79 178 0 02 Nov 2017
Fraternal Dropout Konrad Zolna Devansh Arpit Dendi Suhubdy Yoshua Bengio 92 53 0 31 Oct 2017
Low-Rank RNN Adaptation for Context-Aware Language Modeling Aaron Jaech Mari Ostendorf 81 25 0 06 Oct 2017
Neural Optimizer Search with Reinforcement Learning Irwan Bello Barret Zoph Vijay Vasudevan Quoc V. Le ODL 92 387 0 21 Sep 2017
Simple Recurrent Units for Highly Parallelizable Recurrence Tao Lei Yu Zhang Sida I. Wang Huijing Dai Yoav Artzi LRM 200 277 0 08 Sep 2017
Cross-lingual, Character-Level Neural Morphological Tagging Ryan Cotterell G. Heigold CLIP 102 73 0 30 Aug 2017
Gradual Learning of Recurrent Neural Networks Ziv Aharoni Gal Rattner Haim Permuter AI4CE 95 4 0 29 Aug 2017
Regularizing and Optimizing LSTM Language Models Stephen Merity N. Keskar R. Socher 183 1,099 0 07 Aug 2017
Multiplicative LSTM for sequence modelling Ben Krause Liang Lu Iain Murray Steve Renals 127 208 0 26 Sep 2016