Multi-class Hierarchical Question Classification for Multiple Choice
Science Exams

Multi-class Hierarchical Question Classification for Multiple Choice Science Exams

15 August 2019

Peter Alexander Jansen

Vikas Yadav

Harish Tayyar Madabushi

Oyvind Tafjord

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Papers citing "Multi-class Hierarchical Question Classification for Multiple Choice Science Exams"

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Title
Improving Question Answering with External Knowledge Xiaoman Pan Kai Sun Dian Yu Jianshu Chen Heng Ji Claire Cardie Dong Yu KELM 71 66 0 03 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference Rowan Zellers Yonatan Bisk Roy Schwartz Yejin Choi 114 718 0 16 Aug 2018
Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge Peter Clark Isaac Cowhey Oren Etzioni Tushar Khot Ashish Sabharwal Carissa Schoenick Oyvind Tafjord ELM RALM LRM 216 2,672 0 14 Mar 2018
WorldTree: A Corpus of Explanation Graphs for Elementary Science Questions supporting Multi-Hop Inference Peter Alexander Jansen Elizabeth Wainwright Steven Marmorstein Clayton T. Morrison 84 123 0 08 Feb 2018
Answering Complex Questions Using Open Information Extraction Tushar Khot Ashish Sabharwal Peter Clark RALM 62 113 0 19 Apr 2017
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Payal Bajaj Daniel Fernando Campos Nick Craswell Li Deng Jianfeng Gao ... Mir Rosenberg Xia Song Alina Stoica Saurabh Tiwary Tong Wang RALM 184 2,748 0 28 Nov 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 316 8,177 0 16 Jun 2016
Question Answering via Integer Programming over Semi-Structured Knowledge Daniel Khashabi Tushar Khot Ashish Sabharwal Peter Clark Oren Etzioni Dan Roth 70 102 0 20 Apr 2016
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 648 13,438 0 25 Aug 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 406 33,573 0 16 Oct 2013