MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension

28 July 2017

Boyuan Pan

Hao Li

Zhou Zhao

Papers citing "MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension"

40 / 40 papers shown

Title
Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond Zhuosheng Zhang Hai Zhao Rui Wang 18 62 0 13 May 2020
The Effect of Natural Distribution Shift on Question Answering Models John Miller K. Krauth Benjamin Recht Ludwig Schmidt OOD 13 143 0 29 Apr 2020
A Study of the Tasks and Models in Machine Reading Comprehension Chao Wang LRM 21 1 0 23 Jan 2020
Bi-Decoder Augmented Network for Neural Machine Translation Boyuan Pan Yazheng Yang Zhou Zhao Yueting Zhuang Deng Cai 19 5 0 14 Jan 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 11 85 0 06 Jan 2020
Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System Ye Liu Chenwei Zhang Xiaohui Yan Yi-Ju Chang Philip S. Yu 22 2 0 13 Aug 2019
Reinforced Dynamic Reasoning for Conversational Question Generation Boyuan Pan Hao Li Ziyu Yao Deng Cai Huan Sun LRM 17 42 0 29 Jul 2019
MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models Boyuan Pan Yazheng Yang Hao Li Zhou Zhao Yueting Zhuang Deng Cai Xiaofei He 19 18 0 23 Jul 2019
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference Boyuan Pan Yazheng Yang Zhou Zhao Yueting Zhuang Deng Cai Xiaofei He 15 33 0 23 Jul 2019
Neural Machine Reading Comprehension: Methods and Trends Kaixuan Li Xiujuan Xian Sheng Zhang Jiafu Wang N. Yu FaML 22 12 0 02 Jul 2019
A Survey on Neural Machine Reading Comprehension Boyu Qiu Xu Chen Jungang Xu Yingfei Sun FaML AIMat 11 31 0 10 Jun 2019
Making Neural Machine Reading Comprehension Faster Debajyoti Chatterjee AIMat 19 9 0 29 Mar 2019
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data Moonsu Han Minki Kang Hyunwoo Jung Sung Ju Hwang RALM 19 19 0 14 Mar 2019
HAS-QA: Hierarchical Answer Spans Model for Open-domain Question Answering Liang Pang Yanyan Lan J. Guo Jun Xu Lixin Su Xueqi Cheng 18 37 0 12 Jan 2019
Learning What to Remember: Long-term Episodic Memory Networks for Learning from Streaming Data Hyunwoo Jung Moonsu Han Minki Kang Sung Ju Hwang CLL KELM RALM 11 5 0 11 Dec 2018
Multi-granularity hierarchical attention fusion networks for reading comprehension and question answering Wei Wang Ming Yan Chen Henry Wu 25 173 0 29 Nov 2018
Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial Training Yao Wan Wenqiang Yan Jianwei Gao Zhou Zhao Jian Wu Philip S. Yu 19 10 0 12 Nov 2018
A Fully Attention-Based Information Retriever Alvaro H. C. Correia Jorge Luiz Moreira Silva Thiago de C. Martins Fabio Gagliardi Cozman 17 4 0 22 Oct 2018
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Zhilin Yang Peng Qi Saizheng Zhang Yoshua Bengio William W. Cohen Ruslan Salakhutdinov Christopher D. Manning RALM 9 2,458 0 25 Sep 2018
Explicit Utilization of General Knowledge in Machine Reading Comprehension Chao Wang Hui Jiang 22 4 0 10 Sep 2018
Question-Aware Sentence Gating Networks for Question and Answering Minjeong Kim D. Park Hyungjong Noh Yeonsoo Lee Jaegul Choo 17 0 0 20 Jul 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 22 640 0 20 Jun 2018
A Brand-level Ranking System with the Customized Attention-GRU Model Y. Zhu Junxiong Zhu Jie Hou Yongliang Li Beidou Wang Ziyu Guan Deng Cai 14 20 0 23 May 2018
Efficient and Robust Question Answering from Minimal Context over Documents Sewon Min Victor Zhong R. Socher Caiming Xiong AAML 20 163 0 21 May 2018
Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification Yizhong Wang Kai-Chun Liu Jing Liu W. He Yajuan Lyu Hua-Hong Wu Sujian Li Haifeng Wang 21 117 0 06 May 2018
A Taxonomy for Neural Memory Networks Ying Ma José C. Príncipe 11 21 0 01 May 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
QA4IE: A Question Answering based Framework for Information Extraction Lin Qiu Hao Zhou Yanru Qu Weinan Zhang Suoheng Li Shunlin Rong Dongyu Ru Lihua Qian Kewei Tu Yong Yu 13 19 0 10 Apr 2018
A Question-Focused Multi-Factor Attention Network for Question Answering Souvik Kundu Hwee Tou Ng 25 38 0 25 Jan 2018
Incorporating External Knowledge to Answer Open-Domain Visual Questions with Dynamic Memory Networks Guohao Li Hang Su Wenwu Zhu 28 46 0 03 Dec 2017
FusionNet: Fusing via Fully-Aware Attention with Application to Machine Comprehension Hsin-Yuan Huang Chenguang Zhu Yelong Shen Weizhu Chen FedML 24 183 0 16 Nov 2017
Dialogue Act Recognition via CRF-Attentive Structured Network Zheqian Chen Rongqin Yang Zhou Zhao Deng Cai Xiaofei He 25 92 0 15 Nov 2017
Neural Skill Transfer from Supervised Language Tasks to Reading Comprehension Todor Mihaylov Zornitsa Kozareva Anette Frank 25 5 0 10 Nov 2017
Multi-Mention Learning for Reading Comprehension with Neural Cascades Swabha Swayamdipta Ankur P. Parikh Tom Kwiatkowski RALM 19 32 0 02 Nov 2017
Keyword-based Query Comprehending via Multiple Optimized-Demand Augmentation Boyuan Pan Hao Li Zhou Zhao Deng Cai Xiaofei He OOD 19 2 0 01 Nov 2017
Simple and Effective Multi-Paragraph Reading Comprehension Christopher Clark Matt Gardner RALM 16 454 0 29 Oct 2017
Phase Conductor on Multi-layered Attentions for Machine Comprehension R. Liu Wei Wei Weiguang Mao M. Chikina 32 22 0 28 Oct 2017
Smarnet: Teaching Machines to Read and Comprehend Like Human Zheqian Chen Rongqin Yang Bin Cao Zhou Zhao Deng Cai Xiaofei He 25 21 0 08 Oct 2017
Dynamic Integration of Background Knowledge in Neural NLU Systems Dirk Weissenborn Tomávs Kovciský Chris Dyer 9 62 0 08 Jun 2017
Reinforced Mnemonic Reader for Machine Reading Comprehension Minghao Hu Yuxing Peng Zhen Huang Xipeng Qiu Furu Wei Ming Zhou RALM AIMat 17 69 0 08 May 2017