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Neural Speed Reading via Skim-RNN

6 November 2017

Papers citing "Neural Speed Reading via Skim-RNN"

37 / 37 papers shown

Title
SOI: Scaling Down Computational Complexity by Estimating Partial States of the Model Grzegorz Stefański P. Daniluk Artur Szumaczuk Jakub Tkaczuk 63 0 0 04 Oct 2024
Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs Suyu Ge Yunan Zhang Liyuan Liu Minjia Zhang Jiawei Han Jianfeng Gao 70 260 0 03 Oct 2023
Balanced and Explainable Social Media Analysis for Public Health with Large Language Models Yan Jiang Ruihong Qiu Yi Zhang Peng Zhang 60 7 0 12 Sep 2023
Flow: Per-Instance Personalized Federated Learning Through Dynamic Routing Kunjal Panchal Sunav Choudhary Nisarg Parikh Lijun Zhang Hui Guan 120 5 0 28 Nov 2022
Efficient Transformers with Dynamic Token Pooling Piotr Nawrot J. Chorowski Adrian Lañcucki Edoardo Ponti 81 46 0 17 Nov 2022
Measuring and Narrowing the Compositionality Gap in Language Models Ofir Press Muru Zhang Sewon Min Ludwig Schmidt Noah A. Smith M. Lewis ReLM KELM LRM 251 646 0 07 Oct 2022
Transkimmer: Transformer Learns to Layer-wise Skim Yue Guan Zhengyi Li Jingwen Leng Zhouhan Lin Minyi Guo 120 40 0 15 May 2022
Efficient Deep Visual and Inertial Odometry with Adaptive Visual Modality Selection Mingyu Yang Yu Chen Hun-Seok Kim 87 28 0 12 May 2022
A Survey on Dynamic Neural Networks for Natural Language Processing Canwen Xu Julian McAuley AI4CE 103 29 0 15 Feb 2022
Block-Skim: Efficient Question Answering for Transformer Yue Guan Zhengyi Li Jingwen Leng Zhouhan Lin Minyi Guo Yuhao Zhu 85 32 0 16 Dec 2021
A Survey on Green Deep Learning Jingjing Xu Wangchunshu Zhou Zhiyi Fu Hao Zhou Lei Li VLM 203 84 0 08 Nov 2021
Part & Whole Extraction: Towards A Deep Understanding of Quantitative Facts for Percentages in Text Lei Fang Jian-Guang Lou 59 4 0 26 Oct 2021
Doping: A technique for efficient compression of LSTM models using sparse structured additive matrices Urmish Thakker P. Whatmough Zhi-Gang Liu Matthew Mattina Jesse G. Beu 46 7 0 14 Feb 2021
Dynamic Neural Networks: A Survey Yizeng Han Gao Huang Shiji Song Le Yang Honghui Wang Yulin Wang 3DH AI4TS AI4CE 128 658 0 09 Feb 2021
Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention Ekta Sood Simon Tannert Philipp Mueller Andreas Bulling 90 74 0 15 Oct 2020
Rank and run-time aware compression of NLP Applications Urmish Thakker Jesse G. Beu Dibakar Gope Ganesh S. Dasika Matthew Mattina 38 11 0 06 Oct 2020
Knowledge Efficient Deep Learning for Natural Language Processing Hai Wang 47 2 0 28 Aug 2020
EagerNet: Early Predictions of Neural Networks for Computationally Efficient Intrusion Detection Fares Meghdouri Maximilian Bachl Tanja Zseby 30 3 0 27 Jul 2020
Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension Hongyu Gong Yelong Shen Dian Yu Jianshu Chen Dong Yu 83 43 0 16 May 2020
The Right Tool for the Job: Matching Model and Instance Complexities Roy Schwartz Gabriel Stanovsky Swabha Swayamdipta Jesse Dodge Noah A. Smith 142 170 0 16 Apr 2020
SparseIDS: Learning Packet Sampling with Reinforcement Learning Maximilian Bachl Fares Meghdouri J. Fabini Tanja Zseby 37 6 0 10 Feb 2020
Description Based Text Classification with Reinforcement Learning Duo Chai Wei Wu Qinghong Han Leilei Gan Jiwei Li VLM 179 68 0 08 Feb 2020
Neural Approximation of an Auto-Regressive Process through Confidence Guided Sampling Y. Yoo Sanghyuk Chun Sangdoo Yun Jung-Woo Ha Jaejun Yoo 23 0 0 15 Oct 2019
Interactive Machine Comprehension with Information Seeking Agents Xingdi Yuan Jie Fu Marc-Alexandre Côté Yi Tay C. Pal Adam Trischler 104 16 0 27 Aug 2019
Leap-LSTM: Enhancing Long Short-Term Memory for Text Categorization Ting-Hao 'Kenneth' Huang Gehui Shen Zhihong Deng VLM AI4TS 48 22 0 28 May 2019
How to Fine-Tune BERT for Text Classification? Chi Sun Xipeng Qiu Yige Xu Xuanjing Huang 119 1,530 0 14 May 2019
Neural Speed Reading with Structural-Jump-LSTM Christian B. Hansen Casper Hansen Stephen Alstrup J. Simonsen Christina Lioma 79 36 0 20 Mar 2019
FastFusionNet: New State-of-the-Art for DAWNBench SQuAD Felix Wu Boyi Li Lequn Wang Ni Lao John Blitzer Kilian Q. Weinberger FedML 40 5 0 28 Feb 2019
Evidence Sentence Extraction for Machine Reading Comprehension Hai Wang Dian Yu Kai Sun Jianshu Chen Dong Yu David A. McAllester Dan Roth 74 56 0 23 Feb 2019
Large-Scale Answerer in Questioner's Mind for Visual Dialog Question Generation Sang-Woo Lee Tong Gao Sohee Yang Jaejun Yoo Jung-Woo Ha 49 17 0 22 Feb 2019
Learning to Remember More with Less Memorization Hung Le T. Tran Svetha Venkatesh 68 39 0 05 Jan 2019
Long Short-Term Memory with Dynamic Skip Connections Tao Gui Qi Zhang Lujun Zhao Y. Lin Minlong Peng Jingjing Gong Xuanjing Huang 80 27 0 09 Nov 2018
Image-based Natural Language Understanding Using 2D Convolutional Neural Networks Erinc Merdivan Anastasios Vafeiadis D. Kalatzis S. Hanke J. Kropf ... Dimitrios Giakoumis Dimitrios Tzovaras Liming Chen R. Hamzaoui Matthieu Geist VLM 34 2 0 24 Oct 2018
Pyramidal Recurrent Unit for Language Modeling Sachin Mehta Rik Koncel-Kedziorski Mohammad Rastegari Hannaneh Hajishirzi 65 10 0 27 Aug 2018
Robust Text Classifier on Test-Time Budgets Md. Rizwan Parvez Tolga Bolukbasi Kai-Wei Chang Venkatesh Sarigrama OOD VLM 29 1 0 24 Aug 2018
Learning to Search in Long Documents Using Document Structure Mor Geva Jonathan Berant RALM 80 15 0 09 Jun 2018
Learning Longer-term Dependencies in RNNs with Auxiliary Losses Trieu H. Trinh Andrew M. Dai Thang Luong Quoc V. Le 96 181 0 01 Mar 2018