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Memory Networks

15 October 2014

Jason Weston

Papers citing "Memory Networks"

50 / 792 papers shown

Title
On-The-Fly Information Retrieval Augmentation for Language Models Hai Wang David A. McAllester KELM RALM 63 6 0 03 Jul 2020
Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge Pat Verga Haitian Sun Livio Baldini Soares William W. Cohen KELM 100 50 0 02 Jul 2020
Deep neural networks for the evaluation and design of photonic devices Jiaqi Jiang Ming-Keh Chen Jonathan A. Fan 99 411 0 30 Jun 2020
Neural Datalog Through Time: Informed Temporal Modeling via Logical Specification Hongyuan Mei Guanghui Qin Minjie Xu Jason Eisner NAI AI4TS 61 20 0 30 Jun 2020
Correction of Faulty Background Knowledge based on Condition Aware and Revise Transformer for Question Answering Xinyan Zhao Xiaonan Feng Haoming Zhong Jun Yao Huanhuan Chen 57 12 0 30 Jun 2020
Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions Stephen Roller Y-Lan Boureau Jason Weston Antoine Bordes Emily Dinan ... Kurt Shuster Eric Michael Smith Arthur Szlam Jack Urbanek Mary Williamson LLMAG AI4CE 132 52 0 22 Jun 2020
Memory Transformer Andrey Kravchenko Yuri Kuratov Anton Peganov Grigory V. Sapunov RALM 78 72 0 20 Jun 2020
Understanding Recurrent Neural Networks Using Nonequilibrium Response Theory Soon Hoe Lim 81 16 0 19 Jun 2020
COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching Junyi Gao Cao Xiao Lucas Glass Jimeng Sun 63 69 0 15 Jun 2020
Graph Meta Learning via Local Subgraphs Kexin Huang Marinka Zitnik 121 166 0 14 Jun 2020
Hybrid Attentional Memory Network for Computational drug repositioning Jieyue He Xinxing Yang Zhuo Gong lbrahim Zamit 14 10 0 12 Jun 2020
Structured Multimodal Attentions for TextVQA Chenyu Gao Qi Zhu Peng Wang Hui Li Yuliang Liu Anton Van Den Hengel Qi Wu 99 60 0 01 Jun 2020
SpotFast Networks with Memory Augmented Lateral Transformers for Lipreading Peratham Wiriyathammabhum 60 8 0 21 May 2020
Exploring Recurrent, Memory and Attention Based Architectures for Scoring Interactional Aspects of Human-Machine Text Dialog Vikram Ramanarayanan Matthew David Mulholland Debanjan Ghosh 11 0 0 20 May 2020
Efficient Image Gallery Representations at Scale Through Multi-Task Learning Benjamin Gutelman Pavel Levin 22 3 0 18 May 2020
A Proposal for Intelligent Agents with Episodic Memory David Murphy Thomas S. Paula Wagston Staehler Juliano Vacaro Gabriel Paz Guilherme Marques Bruna Oliveira 18 2 0 07 May 2020
PeTra: A Sparsely Supervised Memory Model for People Tracking Shubham Toshniwal Allyson Ettinger Kevin Gimpel Karen Livescu 54 9 0 06 May 2020
Synthesizer: Rethinking Self-Attention in Transformer Models Yi Tay Dara Bahri Donald Metzler Da-Cheng Juan Zhe Zhao Che Zheng 74 342 0 02 May 2020
Information Seeking in the Spirit of Learning: a Dataset for Conversational Curiosity Pedro Rodriguez Paul A. Crook Seungwhan Moon Zhiguang Wang RALM 72 12 0 01 May 2020
Towards Unsupervised Language Understanding and Generation by Joint Dual Learning Shang-Yu Su Chao-Wei Huang Yun-Nung Chen 84 26 0 30 Apr 2020
DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 60 51 0 28 Apr 2020
Embarrassingly Simple Unsupervised Aspect Extraction Stéphan Tulkens Andreas van Cranenburgh 48 55 0 28 Apr 2020
Semantics-Aware Inferential Network for Natural Language Understanding Shuailiang Zhang Hai Zhao Junru Zhou LRM 71 4 0 28 Apr 2020
Augmenting Transformers with KNN-Based Composite Memory for Dialogue Angela Fan Claire Gardent Chloé Braud Antoine Bordes RALM 158 76 0 27 Apr 2020
Neural Abstractive Summarization with Structural Attention Hao Nie Chi-Man Wong Qiang Chen 8 2 0 21 Apr 2020
A Survey of Document Grounded Dialogue Systems (DGDS) Longxuan Ma Weinan Zhang Mingda Li Ting Liu 75 19 0 17 Apr 2020
Asynchronous Interaction Aggregation for Action Detection Jiajun Tang Jinchao Xia Xinzhi Mu Bo Pang Cewu Lu 82 121 0 16 Apr 2020
Entities as Experts: Sparse Memory Access with Entity Supervision Thibault Févry Livio Baldini Soares Nicholas FitzGerald Eunsol Choi Tom Kwiatkowski RALM 127 155 0 15 Apr 2020
Neural Status Registers Lukas Faber Roger Wattenhofer 35 9 0 15 Apr 2020
An In-depth Walkthrough on Evolution of Neural Machine Translation Rohan Jagtap Sudhir N. Dhage 20 0 0 10 Apr 2020
Faithful Embeddings for Knowledge Base Queries Haitian Sun Andrew O. Arnold Tania Bedrax-Weiss Fernando Pereira William W. Cohen RALM 132 5 0 07 Apr 2020
Deep Learning Based Text Classification: A Comprehensive Review Shervin Minaee Nal Kalchbrenner Min Zhang Narjes Nikzad M. Asgari-Chenaghlu Jianfeng Gao AILaw VLM AI4TS 116 1,115 0 06 Apr 2020
Learning Memory-guided Normality for Anomaly Detection Hyunjong Park Jongyoun Noh Bumsub Ham 109 645 0 30 Mar 2020
Single-View 3D Object Reconstruction from Shape Priors in Memory Shuo Yang Min Xu Haozhe Xie Stuart Perry Huanjin Yao 3DV 185 8 0 08 Mar 2020
Transferring Cross-domain Knowledge for Video Sign Language Recognition Dongxu Li Xin Yu Chenchen Xu L. Petersson Hongdong Li SLR 110 105 0 08 Mar 2020
Finding online neural update rules by learning to remember Karol Gregor CLL 78 6 0 06 Mar 2020
Hierarchical Memory Decoding for Video Captioning Aming Wu Yahong Han 44 2 0 27 Feb 2020
CLARA: Clinical Report Auto-completion Siddharth Biswal Cao Xiao Lucas Glass M. P. M. Brandon Westover Jimeng Sun 79 28 0 26 Feb 2020
Emergent Communication with World Models Alexander I. Cowen-Rivers Jason Naradowsky 69 7 0 22 Feb 2020
Memory-Based Graph Networks Amir Hosein Khas Ahmadi Kaveh Hassani Parsa Moradi Leo Lee Q. Morris GNN 161 91 0 21 Feb 2020
Generalized Embedding Machines for Recommender Systems Enneng Yang Xin Xin Li Shen G. Guo 53 2 0 16 Feb 2020
Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base William W. Cohen Haitian Sun R. A. Hofer M. Siegler 83 62 0 14 Feb 2020
Deep Learning for Source Code Modeling and Generation: Models, Applications and Challenges T. H. Le Hao Chen Muhammad Ali Babar VLM 147 155 0 13 Feb 2020
Training with Streaming Annotation Tongtao Zhang Heng Ji Shih-Fu Chang Marjorie Freedman ViT 22 0 0 11 Feb 2020
REALM: Retrieval-Augmented Language Model Pre-Training Kelvin Guu Kenton Lee Zora Tung Panupong Pasupat Ming-Wei Chang RALM 154 2,128 0 10 Feb 2020
Teaching Machines to Converse Jiwei Li 87 4 0 31 Jan 2020
The Tensor Brain: Semantic Decoding for Perception and Memory Volker Tresp Sahand Sharifzadeh Dario Konopatzki Yunpu Ma 78 8 0 29 Jan 2020
Multimodal Data Fusion based on the Global Workspace Theory C. Bao Zafeirios Fountas Temitayo A. Olugbade N. Bianchi-Berthouze 100 7 0 26 Jan 2020
Reformer: The Efficient Transformer Nikita Kitaev Lukasz Kaiser Anselm Levskaya VLM 233 2,340 0 13 Jan 2020
Memorizing Comprehensively to Learn Adaptively: Unsupervised Cross-Domain Person Re-ID with Multi-level Memory Xinyu Zhang Dong Gong Jiewei Cao Chunhua Shen 80 6 0 13 Jan 2020