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1803.05457
Cited By
Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
14 March 2018
Peter Clark
Isaac Cowhey
Oren Etzioni
Tushar Khot
Ashish Sabharwal
Carissa Schoenick
Oyvind Tafjord
ELM
RALM
LRM
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Papers citing
"Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge"
50 / 1,906 papers shown
Self-supervised Knowledge Triplet Learning for Zero-shot Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Pratyay Banerjee
Chitta Baral
235
67
0
01 May 2020
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Tao Shen
Yi Mao
Pengcheng He
Guodong Long
Adam Trischler
Weizhu Chen
233
69
0
29 Apr 2020
PuzzLing Machines: A Challenge on Learning From Small Data
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Gözde Gül Sahin
Yova Kementchedjhieva
Phillip Rust
Iryna Gurevych
AAML
LRM
104
21
0
27 Apr 2020
Generative Data Augmentation for Commonsense Reasoning
Yiben Yang
Chaitanya Malaviya
Jared Fernandez
Swabha Swayamdipta
Ronan Le Bras
Ji-ping Wang
Chandra Bhagavatula
Yejin Choi
Doug Downey
LRM
241
89
0
24 Apr 2020
Explaining Question Answering Models through Text Generation
Veronica Latcinnik
Jonathan Berant
LRM
240
53
0
12 Apr 2020
Unsupervised Commonsense Question Answering with Self-Talk
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Vered Shwartz
Peter West
Ronan Le Bras
Chandra Bhagavatula
Yejin Choi
ReLM
SSL
AI4MH
LRM
290
278
0
11 Apr 2020
MuTual: A Dataset for Multi-Turn Dialogue Reasoning
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Leyang Cui
Yu-Huan Wu
Shujie Liu
Yue Zhang
Ming Zhou
LRM
165
160
0
09 Apr 2020
Neural Analogical Matching
AAAI Conference on Artificial Intelligence (AAAI), 2020
Mayank Agarwal
Constantine Nakos
Ibrahim Abdelaziz
Kenneth D. Forbus
NAI
HAI
350
16
0
07 Apr 2020
Knowledge Fusion and Semantic Knowledge Ranking for Open Domain Question Answering
Pratyay Banerjee
Chitta Baral
RALM
245
24
0
07 Apr 2020
Benchmarking Machine Reading Comprehension: A Psychological Perspective
Saku Sugawara
Pontus Stenetorp
Akiko Aizawa
233
2
0
04 Apr 2020
Extending Automated Deduction for Commonsense Reasoning
T. Tammet
ReLM
LRM
154
3
0
29 Mar 2020
Natural Language QA Approaches using Reasoning with External Knowledge
Chitta Baral
Pratyay Banerjee
Kuntal Kumar Pal
Arindam Mitra
LRM
128
5
0
06 Mar 2020
ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning
International Conference on Learning Representations (ICLR), 2020
Weihao Yu
Zihang Jiang
Yanfei Dong
Jiashi Feng
LRM
383
299
0
11 Feb 2020
Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension
Transactions of the Association for Computational Linguistics (TACL), 2020
Max Bartolo
A. Roberts
Johannes Welbl
Sebastian Riedel
Pontus Stenetorp
AAML
276
189
0
02 Feb 2020
A Survey on Machine Reading Comprehension Systems
Natural Language Engineering (NLE), 2020
Razieh Baradaran
Razieh Ghiasi
Hossein Amirkhani
FaML
347
98
0
06 Jan 2020
What Does My QA Model Know? Devising Controlled Probes using Expert Knowledge
Transactions of the Association for Computational Linguistics (TACL), 2019
Kyle Richardson
Ashish Sabharwal
243
47
0
31 Dec 2019
JEC-QA: A Legal-Domain Question Answering Dataset
AAAI Conference on Artificial Intelligence (AAAI), 2019
Haoxiang Zhong
Chaojun Xiao
Cunchao Tu
Tianyang Zhang
Zhiyuan Liu
Maosong Sun
ELM
AILaw
247
191
0
27 Nov 2019
Unsupervised Domain Adaptation of Language Models for Reading Comprehension
International Conference on Language Resources and Evaluation (LREC), 2019
Kosuke Nishida
Kyosuke Nishida
Itsumi Saito
Hisako Asano
J. Tomita
233
28
0
25 Nov 2019
Assessing the Benchmarking Capacity of Machine Reading Comprehension Datasets
AAAI Conference on Artificial Intelligence (AAAI), 2019
Saku Sugawara
Pontus Stenetorp
Kentaro Inui
Akiko Aizawa
186
92
0
21 Nov 2019
Red Dragon AI at TextGraphs 2019 Shared Task: Language Model Assisted Explanation Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Yew Ken Chia
Sam Witteveen
Martin Andrews
ReLM
LRM
82
17
0
20 Nov 2019
Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Vikas Yadav
Steven Bethard
Mihai Surdeanu
237
93
0
17 Nov 2019
Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess Hypotheses
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Erfan Sadeqi Azer
Daniel Khashabi
Ashish Sabharwal
Dan Roth
126
17
0
10 Nov 2019
QASC: A Dataset for Question Answering via Sentence Composition
AAAI Conference on Artificial Intelligence (AAAI), 2019
Tushar Khot
Peter Clark
Michal Guerquin
Peter Alexander Jansen
Ashish Sabharwal
CoGe
308
366
0
25 Oct 2019
FreeLB: Enhanced Adversarial Training for Natural Language Understanding
International Conference on Learning Representations (ICLR), 2019
Chen Zhu
Yu Cheng
Zhe Gan
S. Sun
Tom Goldstein
Jingjing Liu
AAML
676
489
0
25 Sep 2019
What's Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Tushar Khot
Ashish Sabharwal
Peter Clark
RALM
157
25
0
19 Sep 2019
How Additional Knowledge can Improve Natural Language Commonsense Question Answering?
Arindam Mitra
Pratyay Banerjee
Kuntal Kumar Pal
Swaroop Mishra
Chitta Baral
KELM
210
32
0
19 Sep 2019
Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Christopher Clark
Mark Yatskar
Luke Zettlemoyer
OOD
279
499
0
09 Sep 2019
QuaRTz: An Open-Domain Dataset of Qualitative Relationship Questions
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Oyvind Tafjord
Matt Gardner
Kevin Lin
Peter Clark
195
115
0
08 Sep 2019
"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Ben Zhou
Daniel Khashabi
Qiang Ning
Dan Roth
AIMat
249
227
0
06 Sep 2019
From 'F' to Á' on the N.Y. Regents Science Exams: An Overview of the Aristo Project
The AI Magazine (AI Mag.), 2019
Peter Clark
Oren Etzioni
Daniel Khashabi
Tushar Khot
Bhavana Dalvi
...
Niket Tandon
Sumithra Bhakthavatsalam
Dirk Groeneveld
Michal Guerquin
Michael Schmitz
ELM
253
102
0
04 Sep 2019
Interactive Language Learning by Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Xingdi Yuan
Marc-Alexandre Côté
Jie Fu
Zhouhan Lin
C. Pal
Yoshua Bengio
Adam Trischler
242
48
0
28 Aug 2019
Multi-class Hierarchical Question Classification for Multiple Choice Science Exams
International Conference on Language Resources and Evaluation (LREC), 2019
Dongfang Xu
Peter Alexander Jansen
Jaycie Martin
Zhengnan Xie
Vikas Yadav
Harish Tayyar Madabushi
Oyvind Tafjord
Peter Clark
135
23
0
15 Aug 2019
Reasoning-Driven Question-Answering for Natural Language Understanding
Daniel Khashabi
LRM
166
11
0
14 Aug 2019
AmazonQA: A Review-Based Question Answering Task
International Joint Conference on Artificial Intelligence (IJCAI), 2019
Mansi Gupta
Nitish Kulkarni
Raghuveer Chanda
Anirudha Rayasam
Zachary Chase Lipton
RALM
185
77
0
12 Aug 2019
Cross-Lingual Transfer Learning for Question Answering
Chia-Hsuan Lee
Hung-yi Lee
177
25
0
13 Jul 2019
Machine Reading Comprehension: a Literature Review
Xin Zhang
An Yang
Sujian Li
Yizhong Wang
168
32
0
30 Jun 2019
HEAD-QA: A Healthcare Dataset for Complex Reasoning
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
David Vilares
Carlos Gómez-Rodríguez
129
118
0
11 Jun 2019
Does It Make Sense? And Why? A Pilot Study for Sense Making and Explanation
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Cunxiang Wang
Shuailong Liang
Yue Zhang
Xiaonan Li
Tian Gao
LRM
228
112
0
02 Jun 2019
Declarative Question Answering over Knowledge Bases containing Natural Language Text with Answer Set Programming
AAAI Conference on Artificial Intelligence (AAAI), 2019
Arindam Mitra
Peter Clark
Oyvind Tafjord
Chitta Baral
KELM
147
29
0
01 May 2019
Repurposing Entailment for Multi-Hop Question Answering Tasks
H. Trivedi
Heeyoung Kwon
Tushar Khot
Ashish Sabharwal
Niranjan Balasubramanian
LRM
185
49
0
20 Apr 2019
Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches
Shane Storks
Qiaozi Gao
J. Chai
452
141
0
02 Apr 2019
Improving Question Answering with External Knowledge
Xiaoman Pan
Kai Sun
Dian Yu
Jianshu Chen
Heng Ji
Claire Cardie
Dong Yu
KELM
237
66
0
03 Feb 2019
Improving Retrieval-Based Question Answering with Deep Inference Models
George-Sebastian Pirtoaca
Traian Rebedea
Stefan Ruseti
LRM
ReLM
177
10
0
07 Dec 2018
QuaRel: A Dataset and Models for Answering Questions about Qualitative Relationships
AAAI Conference on Artificial Intelligence (AAAI), 2018
Oyvind Tafjord
Peter Clark
Matt Gardner
Anuj Kumar
Ashish Sabharwal
AIMat
126
84
0
20 Nov 2018
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge
Alon Talmor
Jonathan Herzig
Nicholas Lourie
Jonathan Berant
RALM
340
2,147
0
02 Nov 2018
Improving Machine Reading Comprehension with General Reading Strategies
Kai Sun
Dian Yu
Dong Yu
Claire Cardie
AI4CE
150
118
0
31 Oct 2018
A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC
North American Chapter of the Association for Computational Linguistics (NAACL), 2018
Mark Yatskar
225
102
0
27 Sep 2018
Neural Approaches to Conversational AI
Jianfeng Gao
Michel Galley
Lihong Li
437
715
0
21 Sep 2018
Answering Science Exam Questions Using Query Rewriting with Background Knowledge
Ryan Musa
Xiaoyang Wang
Achille Fokoue
Nicholas Mattei
Maria Chang
Pavan Kapanipathi
B. Makni
Kartik Talamadupula
Michael Witbrock
184
13
0
15 Sep 2018
Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering
Todor Mihaylov
Peter Clark
Tushar Khot
Ashish Sabharwal
1.1K
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08 Sep 2018
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