MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models

23 July 2019

Boyuan Pan

Yazheng Yang

Hao Li

Zhou Zhao

Papers citing "MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models"

37 / 37 papers shown

Title
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference Boyuan Pan Yazheng Yang Zhou Zhao Yueting Zhuang Deng Cai Xiaofei He 69 33 0 23 Jul 2019
Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 56 135 0 28 May 2018
DCN+: Mixed Objective and Deep Residual Coattention for Question Answering Caiming Xiong Victor Zhong R. Socher 69 109 0 31 Oct 2017
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 121 909 0 01 Aug 2017
MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension Boyuan Pan Hao Li Zhou Zhao Bin Cao Deng Cai Xiaofei He 82 84 0 28 Jul 2017
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 206 1,559 0 11 May 2017
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 216 2,686 0 09 May 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 171 3,288 0 08 May 2017
Reinforced Mnemonic Reader for Machine Reading Comprehension Minghao Hu Yuxing Peng Zhen Huang Xipeng Qiu Furu Wei Ming Zhou RALM AIMat 71 69 0 08 May 2017
Modeling Source Syntax for Neural Machine Translation Junhui Li Deyi Xiong Zhaopeng Tu Muhua Zhu Min Zhang Guodong Zhou 57 146 0 02 May 2017
Selective Encoding for Abstractive Sentence Summarization Qingyu Zhou Nan Yang Furu Wei M. Zhou CVBM 88 260 0 24 Apr 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 306 4,025 0 14 Apr 2017
Making Neural QA as Simple as Possible but not Simpler Dirk Weissenborn Georg Wiese Laura Seiffe 82 210 0 14 Mar 2017
Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning Jason D. Williams Kavosh Asadi Geoffrey Zweig OffRL 74 335 0 10 Feb 2017
Question Answering through Transfer Learning from Large Fine-grained Supervision Data Sewon Min Minjoon Seo Hannaneh Hajishirzi RALM 62 120 0 07 Feb 2017
Multi-Perspective Context Matching for Machine Comprehension Zhiguo Wang Haitao Mi Wael Hamza Radu Florian RALM 52 159 0 13 Dec 2016
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 356 1,265 0 14 Nov 2016
Dynamic Coattention Networks For Question Answering Caiming Xiong Victor Zhong R. Socher AIMat 84 684 0 05 Nov 2016
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 133 2,091 0 05 Nov 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 905 6,796 0 26 Sep 2016
ReasoNet: Learning to Stop Reading in Machine Comprehension Yelong Shen Po-Sen Huang Jianfeng Gao Weizhu Chen LRM 75 307 0 17 Sep 2016
Attention-over-Attention Neural Networks for Reading Comprehension Yiming Cui Zhongfu Chen Si Wei Shijin Wang Ting Liu Guoping Hu AIMat 66 439 0 15 Jul 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 312 8,169 0 16 Jun 2016
Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond Ramesh Nallapati Bowen Zhou Cicero Nogueira dos Santos Çağlar Gülçehre Bing Xiang AIMat 270 2,564 0 19 Feb 2016
A Neural Attention Model for Abstractive Sentence Summarization Alexander M. Rush S. Chopra Jason Weston CVBM 186 2,702 0 02 Sep 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 228 7,755 0 31 Aug 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 405 7,968 0 17 Aug 2015
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 156 2,269 0 05 Aug 2015
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 349 3,552 0 10 Jun 2015
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 124 3,059 0 09 Jun 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 348 10,079 0 10 Feb 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 440 20,584 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 575 27,325 0 01 Sep 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 637 13,431 0 25 Aug 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.1K 23,370 0 03 Jun 2014
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 161 6,630 0 22 Dec 2012
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 203 7,728 0 02 Mar 2011