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1712.07040
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The NarrativeQA Reading Comprehension Challenge
Transactions of the Association for Computational Linguistics (TACL), 2017
19 December 2017
Tomás Kociský
Jonathan Richard Schwarz
Phil Blunsom
Chris Dyer
Karl Moritz Hermann
Gábor Melis
Edward Grefenstette
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Papers citing
"The NarrativeQA Reading Comprehension Challenge"
50 / 546 papers shown
Semantics-Aware Inferential Network for Natural Language Understanding
AAAI Conference on Artificial Intelligence (AAAI), 2020
Shuailiang Zhang
Hai Zhao
Junru Zhou
LRM
192
4
0
28 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
296
278
0
11 Apr 2020
Towards Automatic Generation of Questions from Long Answers
Shlok Kumar Mishra
Pranav Goel
Abhishek Sharma
Abhyuday N. Jagannatha
David Jacobs
Hal Daumé
242
10
0
10 Apr 2020
Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure
International Conference on Computational Linguistics (COLING), 2020
Jiaqi Li
Ming Liu
Min-Yen Kan
Zihao Zheng
Zekun Wang
Wenqiang Lei
Ting Liu
Bing Qin
245
113
0
10 Apr 2020
Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Changmao Li
Jinho Choi
178
26
0
07 Apr 2020
Benchmarking Machine Reading Comprehension: A Psychological Perspective
Saku Sugawara
Pontus Stenetorp
Akiko Aizawa
243
2
0
04 Apr 2020
Conversational Question Reformulation via Sequence-to-Sequence Architectures and Pretrained Language Models
Sheng-Chieh Lin
Jheng-Hong Yang
Rodrigo Nogueira
Ming-Feng Tsai
Chuan-Ju Wang
Jimmy J. Lin
143
89
0
04 Apr 2020
Procedural Reading Comprehension with Attribute-Aware Context Flow
Conference on Automated Knowledge Base Construction (AKBC), 2020
Aida Amini
Antoine Bosselut
Bhavana Dalvi
Yejin Choi
Hannaneh Hajishirzi
AI4TS
130
21
0
31 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
406
300
0
11 Feb 2020
Description Based Text Classification with Reinforcement Learning
International Conference on Machine Learning (ICML), 2020
Duo Chai
Wei Wu
Qinghong Han
Leilei Gan
Jiwei Li
VLM
393
70
0
08 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
293
189
0
02 Feb 2020
Conversations with Documents. An Exploration of Document-Centered Assistance
Conference on Human Information Interaction and Retrieval (CHIIR), 2020
Maartje ter Hoeve
Robert Sim
E. Nouri
Adam Fourney
Maarten de Rijke
Ryen W. White
120
40
0
27 Jan 2020
A Study of the Tasks and Models in Machine Reading Comprehension
Chao Wang
LRM
203
1
0
23 Jan 2020
ManyModalQA: Modality Disambiguation and QA over Diverse Inputs
AAAI Conference on Artificial Intelligence (AAAI), 2020
Darryl Hannan
Akshay Jain
Joey Tianyi Zhou
AAML
180
64
0
22 Jan 2020
Enhancing lexical-based approach with external knowledge for Vietnamese multiple-choice machine reading comprehension
Kiet Van Nguyen
Khiem Vinh Tran
Son T. Luu
A. Nguyen
Ngan Luu-Thuy Nguyen
322
5
0
16 Jan 2020
A Survey on Machine Reading Comprehension Systems
Natural Language Engineering (NLE), 2020
Razieh Baradaran
Razieh Ghiasi
Hossein Amirkhani
FaML
360
98
0
06 Jan 2020
The Shmoop Corpus: A Dataset of Stories with Loosely Aligned Summaries
Atef Chaudhury
Makarand Tapaswi
Seung Wook Kim
Sanja Fidler
241
10
0
30 Dec 2019
ORB: An Open Reading Benchmark for Comprehensive Evaluation of Machine Reading Comprehension
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Dheeru Dua
Ananth Gottumukkala
Alon Talmor
Sameer Singh
Matt Gardner
183
9
0
29 Dec 2019
Improving Conditioning in Context-Aware Sequence to Sequence Models
Xinyi Wang
Jason Weston
Michael Auli
Yacine Jernite
176
13
0
21 Nov 2019
Robust Reading Comprehension with Linguistic Constraints via Posterior Regularization
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2019
Mantong Zhou
Shiyu Huang
Xiaoyan Zhu
AAML
214
18
0
16 Nov 2019
Compressive Transformers for Long-Range Sequence Modelling
International Conference on Learning Representations (ICLR), 2019
Jack W. Rae
Anna Potapenko
Siddhant M. Jayakumar
Timothy Lillicrap
RALM
VLM
KELM
297
774
0
13 Nov 2019
The TechQA Dataset
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Vittorio Castelli
Rishav Chakravarti
Saswati Dana
Anthony Ferritto
Radu Florian
...
Andrzej Sakrajda
Avirup Sil
Rosario A. Uceda-Sosa
T. Ward
Rong Zhang
229
51
0
08 Nov 2019
Dice Loss for Data-imbalanced NLP Tasks
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Xiaoya Li
Xiaofei Sun
Yuxian Meng
Junjun Liang
Leilei Gan
Jiwei Li
450
681
0
07 Nov 2019
Question Answering for Privacy Policies: Combining Computational and Legal Perspectives
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Abhilasha Ravichander
A. Black
Shomir Wilson
Thomas B. Norton
Norman M. Sadeh
AILaw
282
138
0
03 Nov 2019
Select, Answer and Explain: Interpretable Multi-hop Reading Comprehension over Multiple Documents
AAAI Conference on Artificial Intelligence (AAAI), 2019
Ming Tu
Kevin Huang
Guangtao Wang
Jing-ling Huang
Xiaodong He
Bowen Zhou
RALM
523
152
0
01 Nov 2019
Forget Me Not: Reducing Catastrophic Forgetting for Domain Adaptation in Reading Comprehension
IEEE International Joint Conference on Neural Network (IJCNN), 2019
Ying Xu
Xu Zhong
Antonio Jimeno Yepes
Jey Han Lau
AI4CE
CLL
372
53
0
01 Nov 2019
Improving the Gating Mechanism of Recurrent Neural Networks
International Conference on Machine Learning (ICML), 2019
Albert Gu
Çağlar Gülçehre
T. Paine
Matthew W. Hoffman
Razvan Pascanu
AI4CE
175
2
0
22 Oct 2019
Restoring ancient text using deep learning: a case study on Greek epigraphy
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Yannis Assael
Thea Sommerschield
J. Prag
216
72
0
14 Oct 2019
BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on Novels
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Yimin Jing
Deyi Xiong
Yan Zhen
146
33
0
11 Oct 2019
R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Naoya Inoue
Pontus Stenetorp
Kentaro Inui
304
63
0
10 Oct 2019
BookQA: Stories of Challenges and Opportunities
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Stefanos Angelidis
Lea Frermann
Diego Marcheggiani
Roi Blanco
Lluís Màrquez i Villodre
RALM
112
4
0
02 Oct 2019
MMM: Multi-stage Multi-task Learning for Multi-choice Reading Comprehension
AAAI Conference on Artificial Intelligence (AAAI), 2019
Di Jin
Shuyang Gao
Jiun-Yu Kao
Tagyoung Chung
Dilek Z. Hakkani-Tür
231
72
0
01 Oct 2019
PubMedQA: A Dataset for Biomedical Research Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Qiao Jin
Bhuwan Dhingra
Zhengping Liu
William W. Cohen
Xinghua Lu
775
1,307
0
13 Sep 2019
Frustratingly Easy Natural Question Answering
Lin Pan
Rishav Chakravarti
Anthony Ferritto
Michael R. Glass
A. Gliozzo
Salim Roukos
Radu Florian
Avirup Sil
162
14
0
11 Sep 2019
A Discrete Hard EM Approach for Weakly Supervised Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Sewon Min
Danqi Chen
Hannaneh Hajishirzi
Luke Zettlemoyer
187
169
0
11 Sep 2019
Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Lifu Huang
Ronan Le Bras
Chandra Bhagavatula
Yejin Choi
AIMat
RALM
LRM
316
497
0
31 Aug 2019
Discourse-Aware Semantic Self-Attention for Narrative Reading Comprehension
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Todor Mihaylov
Anette Frank
175
29
0
28 Aug 2019
Movie Plot Analysis via Turning Point Identification
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Pinelopi Papalampidi
Frank Keller
Mirella Lapata
156
65
0
27 Aug 2019
XCMRC: Evaluating Cross-lingual Machine Reading Comprehension
Natural Language Processing and Chinese Computing (NLPCC), 2019
Pengyuan Liu
Yuning Deng
Chenghao Zhu
Han Hu
ELM
152
9
0
15 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
192
77
0
12 Aug 2019
Dialog State Tracking: A Neural Reading Comprehension Approach
SIGDIAL Conferences (SIGDIAL), 2019
Shuyang Gao
Abhishek Sethi
Sanchit Agarwal
Tagyoung Chung
Dilek Z. Hakkani-Tür
213
167
0
06 Aug 2019
ELI5: Long Form Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Angela Fan
Yacine Jernite
Ethan Perez
David Grangier
Jason Weston
Michael Auli
AI4MH
ELM
436
737
0
22 Jul 2019
TWEETQA: A Social Media Focused Question Answering Dataset
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Wenhan Xiong
Jiawei Wu
Hong Wang
Vivek Kulkarni
Mo Yu
Shiyu Chang
Xiaoxiao Guo
William Yang Wang
180
83
0
14 Jul 2019
Neural Machine Reading Comprehension: Methods and Trends
Applications of Surface Science (Appl. Surf. Sci.), 2019
Kaixuan Li
Xiujuan Xian
Sheng Zhang
Jiafu Wang
N. Yu
FaML
288
13
0
02 Jul 2019
Machine Reading Comprehension: a Literature Review
Xin Zhang
An Yang
Sujian Li
Yizhong Wang
168
32
0
30 Jun 2019
Learning to Ask Unanswerable Questions for Machine Reading Comprehension
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Haichao Zhu
Li Dong
Furu Wei
Wenhui Wang
Bing Qin
Ting Liu
RALM
183
33
0
14 Jun 2019
A Survey on Neural Machine Reading Comprehension
Boyu Qiu
Xu Chen
Jungang Xu
Yingfei Sun
FaML
AIMat
157
32
0
10 Jun 2019
Compositional Questions Do Not Necessitate Multi-hop Reasoning
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Sewon Min
Eric Wallace
Sameer Singh
Matt Gardner
Hannaneh Hajishirzi
Luke Zettlemoyer
210
160
0
07 Jun 2019
DSReg: Using Distant Supervision as a Regularizer
Yuxian Meng
Muyu Li
Xiaoya Li
Wei Wu
Jiwei Li
165
3
0
28 May 2019
Harry Potter and the Action Prediction Challenge from Natural Language
North American Chapter of the Association for Computational Linguistics (NAACL), 2019
David Vilares
Carlos Gómez-Rodríguez
83
5
0
27 May 2019
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