Learning to Skim Text

23 April 2017

Papers citing "Learning to Skim Text"

50 / 58 papers shown

Title
SOI: Scaling Down Computational Complexity by Estimating Partial States of the Model Grzegorz Stefański P. Daniluk Artur Szumaczuk Jakub Tkaczuk 29 0 0 04 Oct 2024
No-Skim: Towards Efficiency Robustness Evaluation on Skimming-based Language Models Sheng Zhang Mi Zhang Xudong Pan Min Yang 17 1 0 15 Dec 2023
Internally Rewarded Reinforcement Learning Mengdi Li Xufeng Zhao Jae Hee Lee C. Weber S. Wermter 19 10 0 01 Feb 2023
State-Regularized Recurrent Neural Networks to Extract Automata and Explain Predictions Cheng Wang Carolin (Haas) Lawrence Mathias Niepert 18 3 0 10 Dec 2022
Boosted Dynamic Neural Networks Haichao Yu Haoxiang Li G. Hua Gao Huang Humphrey Shi 30 7 0 30 Nov 2022
Informative Text Generation from Knowledge Triples Z. Fu Yi Dong Lidong Bing W. Lam 21 0 0 26 Sep 2022
Transkimmer: Transformer Learns to Layer-wise Skim Yue Guan Zhengyi Li Jingwen Leng Zhouhan Lin Minyi Guo 70 38 0 15 May 2022
A Survey on Dynamic Neural Networks for Natural Language Processing Canwen Xu Julian McAuley AI4CE 24 28 0 15 Feb 2022
Block-Skim: Efficient Question Answering for Transformer Yue Guan Zhengyi Li Jingwen Leng Zhouhan Lin Minyi Guo Yuhao Zhu 25 30 0 16 Dec 2021
A Survey on Green Deep Learning Jingjing Xu Wangchunshu Zhou Zhiyi Fu Hao Zhou Lei Li VLM 73 83 0 08 Nov 2021
Part & Whole Extraction: Towards A Deep Understanding of Quantitative Facts for Percentages in Text Lei Fang Jian-Guang Lou 15 4 0 26 Oct 2021
PonderNet: Learning to Ponder Andrea Banino Jan Balaguer Charles Blundell PINN AIMat 96 80 0 12 Jul 2021
Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation Samuel Kiegeland Julia Kreutzer AAML 28 45 0 16 Jun 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 14 6 0 14 Feb 2021
Dynamic Neural Networks: A Survey Yizeng Han Gao Huang Shiji Song Le Yang Honghui Wang Yulin Wang 3DH AI4TS AI4CE 18 621 0 09 Feb 2021
SG-Net: Syntax Guided Transformer for Language Representation Zhuosheng Zhang Yuwei Wu Junru Zhou Sufeng Duan Hai Zhao Rui-cang Wang 46 36 0 27 Dec 2020
Rank and run-time aware compression of NLP Applications Urmish Thakker Jesse G. Beu Dibakar Gope Ganesh S. Dasika Matthew Mattina 11 11 0 06 Oct 2020
Knowledge Efficient Deep Learning for Natural Language Processing Hai Wang 10 2 0 28 Aug 2020
EagerNet: Early Predictions of Neural Networks for Computationally Efficient Intrusion Detection Fares Meghdouri Maximilian Bachl Tanja Zseby 13 3 0 27 Jul 2020
Surprisal-Triggered Conditional Computation with Neural Networks Loren Lugosch Derek Nowrouzezahrai B. Meyer 14 6 0 02 Jun 2020
Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension Hongyu Gong Yelong Shen Dian Yu Jianshu Chen Dong Yu 17 41 0 16 May 2020
Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond Zhuosheng Zhang Hai Zhao Rui Wang 16 62 0 13 May 2020
SparseIDS: Learning Packet Sampling with Reinforcement Learning Maximilian Bachl Fares Meghdouri J. Fabini Tanja Zseby 16 6 0 10 Feb 2020
MEMO: A Deep Network for Flexible Combination of Episodic Memories Andrea Banino Adria Puigdomenech Badia Raphael Köster Martin Chadwick V. Zambaldi Demis Hassabis Caswell Barry M. Botvinick D. Kumaran Charles Blundell KELM 26 33 0 29 Jan 2020
Knowledge Tracing with Sequential Key-Value Memory Networks Ghodai M. Abdelrahman Qing Wang AI4Ed KELM 11 186 0 29 Oct 2019
Interactive Machine Comprehension with Information Seeking Agents Xingdi Yuan Jie Fu Marc-Alexandre Côté Yi Tay C. Pal Adam Trischler 22 16 0 27 Aug 2019
SG-Net: Syntax-Guided Machine Reading Comprehension Zhuosheng Zhang Yuwei Wu Junru Zhou Sufeng Duan Hai Zhao Rui Wang 25 187 0 14 Aug 2019
Assessing the Ability of Self-Attention Networks to Learn Word Order Baosong Yang Longyue Wang Derek F. Wong Lidia S. Chao Zhaopeng Tu 11 31 0 03 Jun 2019
Leap-LSTM: Enhancing Long Short-Term Memory for Text Categorization Ting-Hao 'Kenneth' Huang Gehui Shen Zhihong Deng VLM AI4TS 17 22 0 28 May 2019
A Text Classification Framework for Simple and Effective Early Depression Detection Over Social Media Streams Sergio G. Burdisso M. Errecalde M. Montes-y-Gómez 21 163 0 18 May 2019
Neural Speed Reading with Structural-Jump-LSTM Christian B. Hansen Casper Hansen Stephen Alstrup J. Simonsen Christina Lioma 18 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 22 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 28 56 0 23 Feb 2019
Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog Zhe Gan Yu Cheng Ahmed El Kholy Linjie Li Jingjing Liu Jianfeng Gao 11 104 0 01 Feb 2019
State-Regularized Recurrent Neural Networks Cheng Wang Mathias Niepert 18 39 0 25 Jan 2019
Reducing state updates via Gaussian-gated LSTMs Matthew Thornton Jithendar Anumula Shih-Chii Liu 19 1 0 22 Jan 2019
Incremental Reading for Question Answering Samira Abnar Tania Bedrax-Weiss Tom Kwiatkowski William W. Cohen CLL LRM 14 0 0 15 Jan 2019
Learning to Remember More with Less Memorization Hung Le T. Tran Svetha Venkatesh 19 38 0 05 Jan 2019
Layer Flexible Adaptive Computational Time Lida Zhang Abdolghani Ebrahimi Diego Klabjan AI4CE 28 1 0 06 Dec 2018
Long Short-Term Memory with Dynamic Skip Connections Tao Gui Qi Zhang Lujun Zhao Y. Lin Minlong Peng Jingjing Gong Xuanjing Huang 24 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 Luke Chen R. Hamzaoui M. Geist VLM 17 2 0 24 Oct 2018
Pyramidal Recurrent Unit for Language Modeling Sachin Mehta Rik Koncel-Kedziorski Mohammad Rastegari Hannaneh Hajishirzi 19 10 0 27 Aug 2018
Robust Text Classifier on Test-Time Budgets Md. Rizwan Parvez Tolga Bolukbasi Kai-Wei Chang Venkatesh Sarigrama OOD VLM 19 1 0 24 Aug 2018
JUMPER: Learning When to Make Classification Decisions in Reading Xianggen Liu Lili Mou Haotian Cui Zhengdong Lu Sen Song 29 20 0 06 Jul 2018
Generating Titles for Web Tables Braden Hancock Hongrae Lee Cong Yu LMTD 19 2 0 30 Jun 2018
Learning to Search in Long Documents Using Document Structure Mor Geva Jonathan Berant RALM 20 15 0 09 Jun 2018
QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension Adams Wei Yu David Dohan Minh-Thang Luong Rui Zhao Kai Chen Mohammad Norouzi Quoc V. Le RALM AIMat 21 1,091 0 23 Apr 2018
EmoRL: Continuous Acoustic Emotion Classification using Deep Reinforcement Learning Egor Lakomkin M. Zamani C. Weber S. Magg S. Wermter 13 22 0 03 Apr 2018
Learning Longer-term Dependencies in RNNs with Auxiliary Losses Trieu H. Trinh Andrew M. Dai Thang Luong Quoc V. Le 17 179 0 01 Mar 2018
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling Tao Shen Tianyi Zhou Guodong Long Jing Jiang Sen Wang Chengqi Zhang AI4TS 34 143 0 31 Jan 2018