Ask Me Anything: Dynamic Memory Networks for Natural Language Processing

24 June 2015

Papers citing "Ask Me Anything: Dynamic Memory Networks for Natural Language Processing"

50 / 135 papers shown

Title
Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values Xianfeng Tang Huaxiu Yao Yiwei Sun Charu C. Aggarwal P. Mitra Suhang Wang AI4TS 34 116 0 22 Nov 2019
Separate and Attend in Personal Email Search Yu Meng Maryam Karimzadehgan Honglei Zhuang Donald Metzler FedML 109 2 0 21 Nov 2019
Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection Shumin Deng Ningyu Zhang Jiaojian Kang Yichi Zhang Wei Zhang Huajun Chen 20 131 0 25 Oct 2019
Question Answering is a Format; When is it Useful? Matt Gardner Jonathan Berant Hannaneh Hajishirzi Alon Talmor Sewon Min 23 51 0 25 Sep 2019
Forecasting Future Action Sequences with Neural Memory Networks Harshala Gammulle Simon Denman S. Sridharan Clinton Fookes AI4TS 19 34 0 20 Sep 2019
Improving Neural Question Generation using World Knowledge D. Gupta Kaheer Suleman Mahmoud Adada Andrew McNamara Justin Harris MedIm 14 7 0 09 Sep 2019
Memorizing All for Implicit Discourse Relation Recognition Hongxiao Bai Hai Zhao Junhan Zhao 11 10 0 29 Aug 2019
Non-local Recurrent Neural Memory for Supervised Sequence Modeling Canmiao Fu Wenjie Pei Qiong Cao Chaopeng Zhang Yong Zhao Xiaoyong Shen Yu-Wing Tai 16 11 0 26 Aug 2019
Gendered Pronoun Resolution using BERT and an extractive question answering formulation Rakesh Chada FaML 14 10 0 09 Jun 2019
Coloring With Limited Data: Few-Shot Colorization via Memory-Augmented Networks Seungjoo Yoo Hyojin Bahng Sunghyo Chung Junsoo Lee Jaehyuk Chang Jaegul Choo VLM MQ 22 122 0 09 Jun 2019
Adversarial Mahalanobis Distance-based Attentive Song Recommender for Automatic Playlist Continuation Thanh-Binh Tran Renee Sweeney Kyumin Lee 19 32 0 08 Jun 2019
Local Label Propagation for Large-Scale Semi-Supervised Learning Chengxu Zhuang Xuehao Ding Divyanshu Murli Daniel L. K. Yamins SSL 24 11 0 28 May 2019
Bayesian Generative Active Deep Learning Toan M. Tran Thanh-Toan Do Ian Reid G. Carneiro 13 134 0 26 Apr 2019
Video Object Segmentation using Space-Time Memory Networks Seoung Wug Oh Joon-Young Lee N. Xu Seon Joo Kim VOS 23 699 0 01 Apr 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
Semi-interactive Attention Network for Answer Understanding in Reverse-QA Qing Yin Guan Luo Xiao-Dan Zhu Q. Hu Ou Wu 21 5 0 12 Jan 2019
Traversing the Continuous Spectrum of Image Retrieval with Deep Dynamic Models Ziad Al-Halah Andreas M. Lehrmann Leonid Sigal 16 0 0 01 Dec 2018
On a Sparse Shortcut Topology of Artificial Neural Networks Fenglei Fan Dayang Wang Hengtao Guo Qikui Zhu Pingkun Yan Ge Wang Hengyong Yu 38 21 0 22 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
An Introductory Survey on Attention Mechanisms in NLP Problems Dichao Hu AIMat 19 246 0 12 Nov 2018
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks Byeongchang Kim Hyunwoo J. Kim Gunhee Kim 12 181 0 02 Nov 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 37 668 0 21 Sep 2018
GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination Junyuan Shang Cao Xiao Tengfei Ma Hongyan Li Jimeng Sun GNN 22 252 0 06 Sep 2018
Interpretable Visual Question Answering by Reasoning on Dependency Trees Qingxing Cao Bailin Li Xiaodan Liang Liang Lin 27 55 0 06 Sep 2018
Neural Arithmetic Logic Units Andrew Trask Felix Hill Scott E. Reed Jack W. Rae Chris Dyer Phil Blunsom NAI 17 203 0 01 Aug 2018
Universal Transformers Mostafa Dehghani Stephan Gouws Oriol Vinyals Jakob Uszkoreit Lukasz Kaiser 17 742 0 10 Jul 2018
GILE: A Generalized Input-Label Embedding for Text Classification Nikolaos Pappas James Henderson AI4TS AILaw VLM 25 79 0 16 Jun 2018
Incorporating Glosses into Neural Word Sense Disambiguation Fuli Luo Tianyu Liu Qiaolin Xia Baobao Chang Zhifang Sui 14 103 0 21 May 2018
Learning Temporal Strategic Relationships using Generative Adversarial Imitation Learning Tharindu Fernando Simon Denman S. Sridharan Clinton Fookes GAN 21 26 0 13 May 2018
A Memory Network Approach for Story-based Temporal Summarization of 360° Videos Sangho Lee Jinyoung Sung Youngjae Yu Gunhee Kim 14 68 0 08 May 2018
Memory-augmented Dialogue Management for Task-oriented Dialogue Systems Zheng Zhang Minlie Huang Zhongzhou Zhao Feng Ji Haiqing Chen Xiaoyan Zhu 16 43 0 01 May 2018
Dynamic Meta-Embeddings for Improved Sentence Representations Douwe Kiela Changhan Wang Kyunghyun Cho AI4TS 20 108 0 21 Apr 2018
An Ontology-Based Dialogue Management System for Banking and Finance Dialogue Systems Duygu Altinok 37 44 0 13 Apr 2018
Motion-Appearance Co-Memory Networks for Video Question Answering J. Gao Runzhou Ge Kan Chen Ram Nevatia 27 240 0 29 Mar 2018
Compositional Attention Networks for Machine Reasoning Drew A. Hudson Christopher D. Manning BDL OOD LRM 21 572 0 08 Mar 2018
Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points Fabien Baradel Christian Wolf J. Mille Graham W. Taylor 24 150 0 22 Feb 2018
Attentive Memory Networks: Efficient Machine Reading for Conversational Search Tom Kenter Maarten de Rijke 18 32 0 19 Dec 2017
Dual Attention Network for Product Compatibility and Function Satisfiability Analysis Hu Xu Sihong Xie Lei Shu Philip S. Yu AAML 26 13 0 06 Dec 2017
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
Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms Wenpeng Yin Hinrich Schütze 23 41 0 02 Oct 2017
A Read-Write Memory Network for Movie Story Understanding Seil Na Sangho Lee Jisung Kim Gunhee Kim AIMat 19 98 0 27 Sep 2017
Variational Reasoning for Question Answering with Knowledge Graph Yuyu Zhang H. Dai Zornitsa Kozareva Alex Smola Le Song 20 467 0 12 Sep 2017
End-to-end Learning for Short Text Expansion Jian Tang Yue Wang Kai Zheng Qiaozhu Mei LLMAG 34 19 0 30 Aug 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Erik Cambria 35 2,822 0 09 Aug 2017
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 39 907 0 01 Aug 2017
Long-Term Memory Networks for Question Answering Fenglong Ma Radha Chitta Saurabh Kataria Jing Zhou Palghat Ramesh Tong Sun Jing Gao KELM 16 10 0 06 Jul 2017
Improving text classification with vectors of reduced precision Krzysztof Wróbel Maciej Wielgosz Marcin Pietroñ Michał Karwatowski Aleksander Smywiński-Pohl 24 6 0 20 Jun 2017
MagNet: a Two-Pronged Defense against Adversarial Examples Dongyu Meng Hao Chen AAML 11 1,196 0 25 May 2017
Deriving Neural Architectures from Sequence and Graph Kernels Tao Lei Wengong Jin Regina Barzilay Tommi Jaakkola GNN 45 137 0 25 May 2017
Learning to Generate Reviews and Discovering Sentiment Alec Radford Rafal Jozefowicz Ilya Sutskever 35 502 0 05 Apr 2017