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The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations

7 November 2015

Jason Weston

Papers citing "The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations"

50 / 306 papers shown

Title
Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge Todor Mihaylov Anette Frank KELM 77 179 0 21 May 2018
Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension Zhen Wang Jiachen Liu Xinyan Xiao Yajuan Lyu Tian Wu 81 38 0 16 May 2018
Harvesting Paragraph-Level Question-Answer Pairs from Wikipedia Xinya Du Claire Cardie KELM 81 162 0 15 May 2018
Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context Urvashi Khandelwal He He Peng Qi Dan Jurafsky RALM 66 298 0 12 May 2018
Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification Yizhong Wang Kai-Chun Liu Jing Liu W. He Yajuan Lyu Hua Wu Sujian Li Haifeng Wang 88 117 0 06 May 2018
Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis Fei Liu Trevor Cohn Timothy Baldwin 57 50 0 30 Apr 2018
Weaver: Deep Co-Encoding of Questions and Documents for Machine Reading Martin Raison Pierre-Emmanuel Mazaré Rajarshi Das Antoine Bordes RALM 77 20 0 27 Apr 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 116 1,095 0 23 Apr 2018
NE-Table: A Neural key-value table for Named Entities Janarthanan Rajendran Jatin Ganhotra Xiaoxiao Guo Mo Yu Satinder Singh L. Polymenakos LMTD 39 0 0 22 Apr 2018
Stochastic Answer Networks for Natural Language Inference Xiaodong Liu Kevin Duh Jianfeng Gao BDL 74 45 0 21 Apr 2018
Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension Minjoon Seo Tom Kwiatkowski Ankur P. Parikh Ali Farhadi Hannaneh Hajishirzi RALM 140 56 0 20 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 73 19 0 10 Apr 2018
Simple and Effective Semi-Supervised Question Answering Bhuwan Dhingra Danish Pruthi Dheeraj Rajagopal 70 66 0 02 Apr 2018
CliCR: A Dataset of Clinical Case Reports for Machine Reading Comprehension Simon Suster Walter Daelemans 84 89 0 26 Mar 2018
Automated Evaluation of Out-of-Context Errors Patrick Huber Jan Niehues A. Waibel 21 0 0 23 Mar 2018
The Web as a Knowledge-base for Answering Complex Questions Alon Talmor Jonathan Berant 108 591 0 18 Mar 2018
HFL-RC System at SemEval-2018 Task 11: Hybrid Multi-Aspects Model for Commonsense Reading Comprehension Zhongfu Chen Yiming Cui Wentao Ma Shijin Wang Ting Liu Guoping Hu 41 14 0 15 Mar 2018
MCScript: A Novel Dataset for Assessing Machine Comprehension Using Script Knowledge Simon Ostermann Ashutosh Modi Michael Roth Stefan Thater Manfred Pinkal 63 105 0 14 Mar 2018
Can Neural Networks Understand Logical Entailment? Richard Evans D. Saxton David Amos Pushmeet Kohli Edward Grefenstette NAI 196 128 0 23 Feb 2018
Rapid Adaptation with Conditionally Shifted Neurons Tsendsuren Munkhdalai Xingdi Yuan Soroush Mehri Adam Trischler 58 13 0 28 Dec 2017
The NarrativeQA Reading Comprehension Challenge Tomás Kociský Jonathan Richard Schwarz Phil Blunsom Chris Dyer Karl Moritz Hermann Gábor Melis Edward Grefenstette 146 789 0 19 Dec 2017
Stochastic Answer Networks for Machine Reading Comprehension Xiaodong Liu Yelong Shen Kevin Duh Jianfeng Gao RALM 77 198 0 10 Dec 2017
Learning to Remember Translation History with a Continuous Cache Zhaopeng Tu Yang Liu Shuming Shi Tong Zhang CLL 95 181 0 26 Nov 2017
Simulating Action Dynamics with Neural Process Networks Antoine Bosselut Omer Levy Ari Holtzman C. Ennis Dieter Fox Yejin Choi MILM AI4CE 99 121 0 14 Nov 2017
DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications Wei He Kai Liu Jing Liu Yajuan Lyu Shiqi Zhao ... Hua Wu Qiaoqiao She Xuan Liu Tian Wu Haifeng Wang RALM 100 279 0 14 Nov 2017
Neural Skill Transfer from Supervised Language Tasks to Reading Comprehension Todor Mihaylov Zornitsa Kozareva Anette Frank 68 5 0 10 Nov 2017
An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading Comprehension Tasks Yelong Shen Xiaodong Liu Kevin Duh Jianfeng Gao LRM 72 12 0 09 Nov 2017
Large-scale Cloze Test Dataset Created by Teachers Qizhe Xie Guokun Lai Zihang Dai Eduard H. Hovy ELM 83 75 0 09 Nov 2017
Multi-Mention Learning for Reading Comprehension with Neural Cascades Swabha Swayamdipta Ankur P. Parikh Tom Kwiatkowski RALM 98 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 86 2 0 01 Nov 2017
Whodunnit? Crime Drama as a Case for Natural Language Understanding Lea Frermann Shay B. Cohen Mirella Lapata 67 26 0 31 Oct 2017
Simple and Effective Multi-Paragraph Reading Comprehension Christopher Clark Matt Gardner RALM 113 459 0 29 Oct 2017
Constructing Datasets for Multi-hop Reading Comprehension Across Documents Johannes Welbl Pontus Stenetorp Sebastian Riedel SyDa RALM 138 514 0 17 Oct 2017
Smarnet: Teaching Machines to Read and Comprehend Like Human Zheqian Chen Rongqin Yang Bin Cao Zhou Zhao Deng Cai Xiaofei He 96 22 0 08 Oct 2017
Dataset for the First Evaluation on Chinese Machine Reading Comprehension Yiming Cui Ting Liu Zhongfu Chen Wentao Ma Shijin Wang Guoping Hu 85 23 0 25 Sep 2017
Deconvolutional Latent-Variable Model for Text Sequence Matching Dinghan Shen Yizhe Zhang Ricardo Henao Qinliang Su Lawrence Carin DRL BDL 105 68 0 21 Sep 2017
MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension Boyuan Pan Hao Li Zhou Zhao Bin Cao Deng Cai Xiaofei He 118 84 0 28 Jul 2017
Question Dependent Recurrent Entity Network for Question Answering Andrea Madotto Giuseppe Attardi KELM 65 7 0 25 Jul 2017
Crowdsourcing Multiple Choice Science Questions Johannes Welbl Nelson F. Liu Matt Gardner AI4Ed 143 522 0 19 Jul 2017
Evaluating Semantic Parsing against a Simple Web-based Question Answering Model Alon Talmor Mor Geva Jonathan Berant 73 20 0 14 Jul 2017
Quasar: Datasets for Question Answering by Search and Reading Bhuwan Dhingra Kathryn Mazaitis William W. Cohen RALM 115 185 0 12 Jul 2017
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension David Golub Po-Sen Huang Xiaodong He Li Deng 79 55 0 29 Jun 2017
S-Net: From Answer Extraction to Answer Generation for Machine Reading Comprehension Chuanqi Tan Furu Wei Nan Yang Bowen Du Weifeng Lv M. Zhou RALM 115 92 0 15 Jun 2017
Latent Intention Dialogue Models Tsung-Hsien Wen Yishu Miao Phil Blunsom S. Young 88 146 0 29 May 2017
Model-Based Planning with Discrete and Continuous Actions Mikael Henaff William F. Whitney Yann LeCun 88 16 0 19 May 2017
ParlAI: A Dialog Research Software Platform Alexander H. Miller Will Feng Adam Fisch Jiasen Lu Dhruv Batra Antoine Bordes Devi Parikh Jason Weston 128 376 0 18 May 2017
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 289 2,694 0 09 May 2017
Reinforced Mnemonic Reader for Machine Reading Comprehension Minghao Hu Yuxing Peng Zhen Huang Xipeng Qiu Furu Wei Ming Zhou RALM AIMat 119 69 0 08 May 2017
Machine Comprehension by Text-to-Text Neural Question Generation Xingdi Yuan Tong Wang Çağlar Gülçehre Alessandro Sordoni Philip Bachman Sandeep Subramanian Saizheng Zhang Adam Trischler OOD 104 187 0 04 May 2017
Question Answering on Knowledge Bases and Text using Universal Schema and Memory Networks Rajarshi Das Manzil Zaheer Siva Reddy Andrew McCallum 136 140 0 27 Apr 2017