Commonsense for Generative Multi-Hop Question Answering Tasks

17 September 2018

Papers citing "Commonsense for Generative Multi-Hop Question Answering Tasks"

24 / 24 papers shown

Title
Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge Todor Mihaylov Anette Frank KELM 64 179 0 21 May 2018
Neural Models for Reasoning over Multiple Mentions using Coreference Bhuwan Dhingra Qiao Jin Zhilin Yang William W. Cohen Ruslan Salakhutdinov GNN LRM 62 105 0 16 Apr 2018
Multi-range Reasoning for Machine Comprehension Yi Tay Anh Tuan Luu S. Hui 35 34 0 24 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 204 11,549 0 15 Feb 2018
The NarrativeQA Reading Comprehension Challenge Tomás Kociský Jonathan Richard Schwarz Phil Blunsom Chris Dyer Karl Moritz Hermann Gábor Melis Edward Grefenstette 131 771 0 19 Dec 2017
Neural Natural Language Inference Models Enhanced with External Knowledge Qian Chen Xiao-Dan Zhu Zhenhua Ling Diana Inkpen Si Wei 52 217 0 12 Nov 2017
Simple and Effective Multi-Paragraph Reading Comprehension Christopher Clark Matt Gardner RALM 73 459 0 29 Oct 2017
Constructing Datasets for Multi-hop Reading Comprehension Across Documents Johannes Welbl Pontus Stenetorp Sebastian Riedel SyDa RALM 93 511 0 17 Oct 2017
Augmenting End-to-End Dialog Systems with Commonsense Knowledge Tom Young Min Zhang I. Chaturvedi Minlie Huang Hao Zhou Subham Biswas RALM 32 124 0 16 Sep 2017
Dynamic Integration of Background Knowledge in Neural NLU Systems Dirk Weissenborn Tomávs Kovciský Chris Dyer 58 62 0 08 Jun 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 285 4,019 0 14 Apr 2017
A Knowledge-Grounded Neural Conversation Model Marjan Ghazvininejad Chris Brockett Ming-Wei Chang W. Dolan Jianfeng Gao Wen-tau Yih Michel Galley BDL 97 573 0 07 Feb 2017
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 131 2,090 0 05 Nov 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 271 8,127 0 16 Jun 2016
Gated-Attention Readers for Text Comprehension Bhuwan Dhingra Hanxiao Liu Zhilin Yang William W. Cohen Ruslan Salakhutdinov 68 417 0 05 Jun 2016
Incorporating Loose-Structured Knowledge into Conversation Modeling via Recall-Gate LSTM Zhen Xu Bingquan Liu Baoxun Wang Chengjie Sun Xiaolong Wang KELM 57 66 0 17 May 2016
Text Understanding with the Attention Sum Reader Network Rudolf Kadlec Martin Schmid Ondrej Bajgar Jan Kleindienst AIMat RALM 68 314 0 04 Mar 2016
Long Short-Term Memory-Networks for Machine Reading Jianpeng Cheng Li Dong Mirella Lapata AIMat RALM 94 1,120 0 25 Jan 2016
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 341 3,547 0 10 Jun 2015
Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks Jason Weston Antoine Bordes S. Chopra Alexander M. Rush Bart van Merriënboer Armand Joulin Tomas Mikolov LRM ELM 142 1,181 0 19 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
CIDEr: Consensus-based Image Description Evaluation Ramakrishna Vedantam C. L. Zitnick Devi Parikh 283 4,484 0 20 Nov 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 546 27,295 0 01 Sep 2014
Question Answering with Subgraph Embeddings Antoine Bordes S. Chopra Jason Weston RALM BDL GNN 80 713 0 14 Jun 2014