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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 / 1,910 papers shown
PROST: Physical Reasoning of Objects through Space and Time
Findings (Findings), 2021
Stéphane Aroca-Ouellette
Cory Paik
Alessandro Roncone
Katharina Kann
LRM
169
53
0
07 Jun 2021
Comparing Test Sets with Item Response Theory
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Clara Vania
Phu Mon Htut
William Huang
Dhara Mungra
Richard Yuanzhe Pang
Jason Phang
Haokun Liu
Kyunghyun Cho
Sam Bowman
176
51
0
01 Jun 2021
Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering
Findings (Findings), 2021
Weiwen Xu
Huihui Zhang
Deng Cai
Wai Lam
239
38
0
25 May 2021
Designing Multimodal Datasets for NLP Challenges
James Pustejovsky
E. Holderness
Jingxuan Tu
Parker Glenn
Kyeongmin Rim
Kelley Lynch
R. Brutti
201
5
0
12 May 2021
Building a Question and Answer System for News Domain
S. Basu
Aravind Gaddala
Pooja Chetan
Garima Tiwari
Narayana Darapaneni
Sadwik Parvathaneni
A. Paduri
RALM
171
6
0
12 May 2021
Encoding Explanatory Knowledge for Zero-shot Science Question Answering
International Conference on Computational Semantics (IWCS), 2021
Zili Zhou
Marco Valentino
Dónal Landers
André Freitas
210
7
0
12 May 2021
Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference
Transactions of the Association for Computational Linguistics (TACL), 2021
Mokanarangan Thayaparan
Marco Valentino
Deborah Ferreira
Julia Rozanova
André Freitas
347
11
0
07 May 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Qinyuan Ye
Bill Yuchen Lin
Xiang Ren
637
195
0
18 Apr 2021
Explaining Answers with Entailment Trees
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Bhavana Dalvi
Peter Alexander Jansen
Oyvind Tafjord
Zhengnan Xie
Hannah Smith
Leighanna Pipatanangkura
Peter Clark
ReLM
FAtt
LRM
588
210
0
17 Apr 2021
Surface Form Competition: Why the Highest Probability Answer Isn't Always Right
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Ari Holtzman
Peter West
Vered Schwartz
Yejin Choi
Luke Zettlemoyer
LRM
706
267
0
16 Apr 2021
Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Canwen Xu
Wangchunshu Zhou
Tao Ge
Ke Xu
Julian McAuley
Furu Wei
128
16
0
06 Apr 2021
Complementary Evidence Identification in Open-Domain Question Answering
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Xiangyang Mou
Mo Yu
Shiyu Chang
Yufei Feng
Li Zhang
Hui Su
201
2
0
22 Mar 2021
Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Aman Jain
Mayank Kothyari
Vishwajeet Kumar
Preethi Jyothi
Ganesh Ramakrishnan
Soumen Chakrabarti
156
41
0
09 Mar 2021
Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge
Sumithra Bhakthavatsalam
Daniel Khashabi
Tushar Khot
Bhavana Dalvi
Kyle Richardson
Ashish Sabharwal
Carissa Schoenick
Oyvind Tafjord
Peter Clark
RALM
AI4CE
191
81
0
05 Feb 2021
Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering Data
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Dian Yu
Kai Sun
Dong Yu
Claire Cardie
175
8
0
01 Feb 2021
Muppet: Massive Multi-task Representations with Pre-Finetuning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Armen Aghajanyan
Anchit Gupta
Akshat Shrivastava
Xilun Chen
Luke Zettlemoyer
Sonal Gupta
197
289
0
26 Jan 2021
English Machine Reading Comprehension Datasets: A Survey
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Daria Dzendzik
Carl Vogel
Jennifer Foster
RALM
AIMat
267
51
0
25 Jan 2021
Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge
Violetta Shevchenko
Damien Teney
A. Dick
Anton Van Den Hengel
213
31
0
15 Jan 2021
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity
Journal of machine learning research (JMLR), 2021
W. Fedus
Barret Zoph
Noam M. Shazeer
MoE
577
3,139
0
11 Jan 2021
Read, Retrospect, Select: An MRC Framework to Short Text Entity Linking
AAAI Conference on Artificial Intelligence (AAAI), 2021
Yingjie Gu
Xiaoye Qu
Zhefeng Wang
Baoxing Huai
Nicholas Jing Yuan
Xiaolin Gui
164
32
0
07 Jan 2021
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering
Fengbin Zhu
Wenqiang Lei
Chao Wang
Jianming Zheng
Soujanya Poria
Tat-Seng Chua
RALM
571
288
0
04 Jan 2021
ParsiNLU: A Suite of Language Understanding Challenges for Persian
Transactions of the Association for Computational Linguistics (TACL), 2020
Daniel Khashabi
Arman Cohan
Siamak Shakeri
Pedram Hosseini
Pouya Pezeshkpour
...
Niloofar Safi Samghabadi
Mahsa Shafaei
Saber Sheybani
Ali Tazarv
Yadollah Yaghoobzadeh
243
53
0
11 Dec 2020
How Can We Know When Language Models Know? On the Calibration of Language Models for Question Answering
Transactions of the Association for Computational Linguistics (TACL), 2020
Zhengbao Jiang
Jun Araki
Haibo Ding
Graham Neubig
UQCV
426
512
0
02 Dec 2020
XTQA: Span-Level Explanations of the Textbook Question Answering
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Jie Ma
Q. Zheng
Jun Liu
Qingyu Yin
Jianlong Zhou
Y. Huang
209
17
0
25 Nov 2020
What do we expect from Multiple-choice QA Systems?
Findings (Findings), 2020
Krunal Shah
Nitish Gupta
Dan Roth
AAML
125
14
0
20 Nov 2020
NLPGym -- A toolkit for evaluating RL agents on Natural Language Processing Tasks
Rajkumar Ramamurthy
R. Sifa
Christian Bauckhage
196
5
0
16 Nov 2020
Improving Machine Reading Comprehension with Single-choice Decision and Transfer Learning
Yufan Jiang
Shuangzhi Wu
Jing Gong
Yahui Cheng
Peng Meng
Weiliang Lin
Zhibo Chen
Mu Li
FaML
216
11
0
06 Nov 2020
EXAMS: A Multi-Subject High School Examinations Dataset for Cross-Lingual and Multilingual Question Answering
Momchil Hardalov
Todor Mihaylov
Dimitrina Zlatkova
Yoan Dinkov
Ivan Koychev
Preslav Nakov
AI4Ed
ELM
574
70
0
05 Nov 2020
Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources
Qianglong Chen
Feng Ji
Haiqing Chen
Yin Zhang
KELM
RALM
156
30
0
05 Nov 2020
ExplanationLP: Abductive Reasoning for Explainable Science Question Answering
Mokanarangan Thayaparan
Marco Valentino
André Freitas
LRM
187
9
0
25 Oct 2020
Differentiable Open-Ended Commonsense Reasoning
North American Chapter of the Association for Computational Linguistics (NAACL), 2020
Bill Yuchen Lin
Haitian Sun
Bhuwan Dhingra
Manzil Zaheer
Xiang Ren
William W. Cohen
ReLM
LRM
216
44
0
24 Oct 2020
Querent Intent in Multi-Sentence Questions
Law (LAW), 2020
Laurie Burchell
Ji-Eun Chi
Tom Hosking
Nina Markl
Bonnie Webber
91
3
0
18 Oct 2020
Context Modeling with Evidence Filter for Multiple Choice Question Answering
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
S. Yu
Hao Zhang
Wei Jing
Jing Jiang
88
2
0
06 Oct 2020
Learning to Generalize for Sequential Decision Making
Findings (Findings), 2020
Xusen Yin
R. Weischedel
Jonathan May
OffRL
LRM
132
7
0
05 Oct 2020
Reading Comprehension as Natural Language Inference: A Semantic Analysis
Anshuman Mishra
Dhruvesh Patel
Aparna Vijayakumar
Xiang Li
Pavan Kapanipathi
Kartik Talamadupula
118
8
0
04 Oct 2020
LiveQA: A Question Answering Dataset over Sports Live
China National Conference on Chinese Computational Linguistics (CCL), 2020
Qianying Liu
Sicong Jiang
Yizhong Wang
Sujian Li
122
17
0
01 Oct 2020
A Survey on Explainability in Machine Reading Comprehension
Mokanarangan Thayaparan
Marco Valentino
André Freitas
FaML
348
51
0
01 Oct 2020
Case-Based Abductive Natural Language Inference
Marco Valentino
Mokanarangan Thayaparan
André Freitas
289
7
0
30 Sep 2020
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams
Applied Sciences (Appl. Sci.), 2020
Di Jin
Eileen Pan
Nassim Oufattole
W. Weng
Hanyi Fang
Peter Szolovits
FaML
ELM
LM&MA
420
1,290
0
28 Sep 2020
Towards an Atlas of Cultural Commonsense for Machine Reasoning
Anurag Acharya
Kartik Talamadupula
Mark A. Finlayson
LRM
192
34
0
11 Sep 2020
Measuring Massive Multitask Language Understanding
International Conference on Learning Representations (ICLR), 2020
Dan Hendrycks
Collin Burns
Steven Basart
Andy Zou
Mantas Mazeika
Basel Alomair
Jacob Steinhardt
ELM
RALM
2.3K
6,617
0
07 Sep 2020
Fine-Grained Relevance Annotations for Multi-Task Document Ranking and Question Answering
International Conference on Information and Knowledge Management (CIKM), 2020
Sebastian Hofstatter
Markus Zlabinger
Mete Sertkan
M. Schröder
Allan Hanbury
RALM
167
12
0
12 Aug 2020
Interpretable Multi-Step Reasoning with Knowledge Extraction on Complex Healthcare Question Answering
Ye Liu
Shaika Chowdhury
Chenwei Zhang
Cornelia Caragea
Philip S. Yu
159
13
0
06 Aug 2020
SemEval-2020 Task 4: Commonsense Validation and Explanation
Cunxiang Wang
Shuailong Liang
Yili Jin
Yilong Wang
Xiao-Dan Zhu
Yue Zhang
LRM
329
103
0
01 Jul 2020
A Survey on Machine Reading Comprehension: Tasks, Evaluation Metrics and Benchmark Datasets
Chengchang Zeng
Shaobo Li
Qin Li
Jie Hu
Jianjun Hu
270
114
0
21 Jun 2020
Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and models
Viktor Schlegel
Goran Nenadic
Riza Batista-Navarro
ELM
237
18
0
29 May 2020
Language Models are Few-Shot Learners
Neural Information Processing Systems (NeurIPS), 2020
Tom B. Brown
Benjamin Mann
Nick Ryder
Melanie Subbiah
Jared Kaplan
...
Christopher Berner
Sam McCandlish
Alec Radford
Ilya Sutskever
Dario Amodei
BDL
2.0K
52,836
0
28 May 2020
Towards Question Format Independent Numerical Reasoning: A Set of Prerequisite Tasks
Swaroop Mishra
Arindam Mitra
Neeraj Varshney
Bhavdeep Singh Sachdeva
Chitta Baral
AIMat
126
14
0
18 May 2020
Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond
Zhuosheng Zhang
Hai Zhao
Rui Wang
216
66
0
13 May 2020
How Context Affects Language Models' Factual Predictions
Fabio Petroni
Patrick Lewis
Aleksandra Piktus
Tim Rocktaschel
Yuxiang Wu
Alexander H. Miller
Sebastian Riedel
KELM
214
255
0
10 May 2020
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