Large-scale Simple Question Answering with Memory Networks

5 June 2015

Jason Weston

Papers citing "Large-scale Simple Question Answering with Memory Networks"

50 / 109 papers shown

Title
Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A Survey Zahra Abbasiyantaeb S. Momtazi RALM 30 69 0 16 Feb 2020
The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence G. Marcus VLM 32 355 0 14 Feb 2020
Teaching Machines to Converse Jiwei Li 29 4 0 31 Jan 2020
Knowledge-based Conversational Search Svitlana Vakulenko 19 13 0 14 Dec 2019
Look before you Hop: Conversational Question Answering over Knowledge Graphs Using Judicious Context Expansion Philipp Christmann Rishiraj Saha Roy Abdalghani Abujabal Jyotsna Singh Gerhard Weikum 14 94 0 08 Oct 2019
What's Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering Tushar Khot Ashish Sabharwal Peter Clark RALM 24 22 0 19 Sep 2019
Meta Reasoning over Knowledge Graphs Hong Wang Wenhan Xiong Mo Yu Xiaoxiao Guo Shiyu Chang William Yang Wang ReLM LRM 42 8 0 13 Aug 2019
AmazonQA: A Review-Based Question Answering Task Mansi Gupta Nitish Kulkarni Raghuveer Chanda Anirudha Rayasam Zachary Chase Lipton RALM 27 67 0 12 Aug 2019
A Comparative Evaluation of Visual and Natural Language Question Answering Over Linked Data G. Wohlgenannt D. Mouromtsev Dmitry S. Pavlov Y. Emelyanov Alexey Morozov 17 2 0 19 Jul 2019
Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning Minlong Peng Xiaoyu Xing Qi Zhang Jinlan Fu Xuanjing Huang 23 103 0 04 Jun 2019
Identifying Sub-Phenotypes of Acute Kidney Injury using Structured and Unstructured Electronic Health Record Data with Memory Networks Zhenxing Xu Jingyuan Chou Xi Sheryl Zhang Yuan Luo T. Isakova ... Richard C. Kiefer J. Pacheco Luke Rasmussen Jyotishman Pathak Fei Wang 16 54 0 10 Apr 2019
UHop: An Unrestricted-Hop Relation Extraction Framework for Knowledge-Based Question Answering Zi-Yuan Chen Chih-Hung Chang Yi-Pei Chen Jijnasa Nayak Lun-Wei Ku 19 98 0 02 Apr 2019
Document Similarity for Texts of Varying Lengths via Hidden Topics Hongyu Gong Tarek Sakakini S. Bhat Jinjun Xiong 13 43 0 26 Mar 2019
Sentence Embedding Alignment for Lifelong Relation Extraction Hong Wang Wenhan Xiong Mo Yu Xiaoxiao Guo Shiyu Chang William Yang Wang CLL 29 133 0 06 Mar 2019
Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases Yu Chen Lingfei Wu Mohammed J Zaki KELM RALM 27 121 0 06 Mar 2019
Traversing the Continuous Spectrum of Image Retrieval with Deep Dynamic Models Ziad Al-Halah Andreas M. Lehrmann Leonid Sigal 24 0 0 01 Dec 2018
Exploiting Explicit Paths for Multi-hop Reading Comprehension Souvik Kundu Tushar Khot Ashish Sabharwal Peter Clark 36 51 0 02 Nov 2018
The combination of context information to enhance simple question answering Zhaohui Chao Lin Li 38 5 0 09 Oct 2018
No One is Perfect: Analysing the Performance of Question Answering Components over the DBpedia Knowledge Graph Kuldeep Singh Ioanna Lytra Arun Sethupat Radhakrishna Saeedeh Shekarpour Maria-Esther Vidal Jens Lehmann 21 33 0 26 Sep 2018
emrQA: A Large Corpus for Question Answering on Electronic Medical Records Anusri Pampari Preethi Raghavan Jennifer J. Liang Jian-wei Peng 27 201 0 03 Sep 2018
FinBrain: When Finance Meets AI 2.0 Xiaolin Zheng Mengying Zhu Qibing Li Chaochao Chen Yanchao Tan AIFin 34 53 0 26 Aug 2018
Table-to-Text: Describing Table Region with Natural Language Junwei Bao Duyu Tang Nan Duan Zhao Yan Yuanhua Lv M. Zhou Tiejun Zhao LMTD 21 98 0 29 May 2018
Harvesting Paragraph-Level Question-Answer Pairs from Wikipedia Xinya Du Claire Cardie KELM 30 160 0 15 May 2018
Memory-augmented Dialogue Management for Task-oriented Dialogue Systems Zheng Zhang Minlie Huang Zhongzhou Zhao Feng Ji Haiqing Chen Xiaoyan Zhu 26 43 0 01 May 2018
Question Answering over Freebase via Attentive RNN with Similarity Matrix based CNN Yingqi Qu Jie Liu Liangyi Kang Javen Qinfeng Shi Dan Ye 34 53 0 10 Apr 2018
Zero-Shot Question Generation from Knowledge Graphs for Unseen Predicates and Entity Types Hady ElSahar Christophe Gravier F. Laforest BDL 22 80 0 19 Feb 2018
An Attention-Based Word-Level Interaction Model: Relation Detection for Knowledge Base Question Answering Hongzhi Zhang Guandong Xu Xiao Liang Tinglei Huang Kun Fu KELM 37 13 0 30 Jan 2018
Towards Understanding and Answering Multi-Sentence Recommendation Questions on Tourism Danish Contractor Barun Patra Mausam Parag Singla 30 1 0 05 Jan 2018
Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks Salman Mohammed Peng Shi Jimmy J. Lin 31 105 0 05 Dec 2017
Incorporating External Knowledge to Answer Open-Domain Visual Questions with Dynamic Memory Networks Guohao Li Hang Su Wenwu Zhu 38 46 0 03 Dec 2017
Answering Visual-Relational Queries in Web-Extracted Knowledge Graphs Daniel Oñoro-Rubio Mathias Niepert Alberto García-Durán Roberto Gonzalez Roberto J. López-Sastre 27 15 0 07 Sep 2017
R $^3$ : Reinforced Reader-Ranker for Open-Domain Question Answering Shuohang Wang Mo Yu Xiaoxiao Guo Zhiguo Wang Tim Klinger Wei Zhang Shiyu Chang Gerald Tesauro Bowen Zhou Jing Jiang RALM 23 64 0 31 Aug 2017
Evaluating Semantic Parsing against a Simple Web-based Question Answering Model Alon Talmor Mor Geva Jonathan Berant 29 19 0 14 Jul 2017
Question Answering on Knowledge Bases and Text using Universal Schema and Memory Networks Rajarshi Das Manzil Zaheer Siva Reddy Andrew McCallum 31 138 0 27 Apr 2017
Improved Neural Relation Detection for Knowledge Base Question Answering Mo Yu Wenpeng Yin K. Hasan Cicero Nogueira dos Santos Bing Xiang Bowen Zhou 25 293 0 20 Apr 2017
SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine Matthew Dunn Levent Sagun Mike Higgins V. U. Güney Volkan Cirik Kyunghyun Cho RALM 42 452 0 18 Apr 2017
Modeling Relational Data with Graph Convolutional Networks M. Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 97 4,741 0 17 Mar 2017
Learning to Remember Rare Events Lukasz Kaiser Ofir Nachum Aurko Roy Samy Bengio RALM CLL 31 363 0 09 Mar 2017
Learning through Dialogue Interactions by Asking Questions Jiwei Li Alexander H. Miller S. Chopra MarcÁurelio Ranzato Jason Weston 14 55 0 15 Dec 2016
Dialogue Learning With Human-In-The-Loop Jiwei Li Alexander H. Miller S. Chopra MarcÁurelio Ranzato Jason Weston OffRL 227 134 0 29 Nov 2016
Visual Dialog Abhishek Das Satwik Kottur Khushi Gupta Avi Singh Deshraj Yadav José M. F. Moura Devi Parikh Dhruv Batra 69 990 0 26 Nov 2016
Dynamic Key-Value Memory Networks for Knowledge Tracing Jiani Zhang Xingjian Shi Irwin King Dit-Yan Yeung AI4Ed KELM 29 602 0 24 Nov 2016
Multimodal Memory Modelling for Video Captioning Junbo Wang Wei Wang Yan Huang Liang Wang Tieniu Tan 32 142 0 17 Nov 2016
Towards Transparent AI Systems: Interpreting Visual Question Answering Models Yash Goyal Akrit Mohapatra Devi Parikh Dhruv Batra 25 74 0 31 Aug 2016
Towards Machine Comprehension of Spoken Content: Initial TOEFL Listening Comprehension Test by Machine Bo-Hsiang Tseng Sheng-syun Shen Hung-yi Lee Lin-Shan Lee 39 59 0 23 Aug 2016
Dataset and Neural Recurrent Sequence Labeling Model for Open-Domain Factoid Question Answering Peng Li Wei Li Zhen He Xuguang Wang Ying Cao Jie Zhou Wenyuan Xu 24 93 0 21 Jul 2016
Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes Çağlar Gülçehre A. Chandar Kyunghyun Cho Yoshua Bengio 20 64 0 30 Jun 2016
FVQA: Fact-based Visual Question Answering Peng Wang Qi Wu Chunhua Shen Anton van den Hengel A. Dick CoGe 39 454 0 17 Jun 2016
Key-Value Memory Networks for Directly Reading Documents Alexander H. Miller Adam Fisch Jesse Dodge Amir-Hossein Karimi Antoine Bordes Jason Weston RALM KELM OffRL 31 959 0 09 Jun 2016
Question Answering over Knowledge Base with Neural Attention Combining Global Knowledge Information Yuanzhe Zhang Kang Liu Shizhu He Guoliang Ji Zhanyi Liu Hua Wu Jun Zhao 25 59 0 03 Jun 2016