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1809.09600
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HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering
25 September 2018
Zhilin Yang
Peng Qi
Saizheng Zhang
Yoshua Bengio
William W. Cohen
Ruslan Salakhutdinov
Christopher D. Manning
RALM
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Papers citing
"HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering"
50 / 492 papers shown
Title
Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering
Weiwen Xu
Huihui Zhang
Deng Cai
Wai Lam
31
34
0
25 May 2021
Few-NERD: A Few-Shot Named Entity Recognition Dataset
Ning Ding
Guangwei Xu
Yulin Chen
Xiaobin Wang
Xu Han
Pengjun Xie
Haitao Zheng
Zhiyuan Liu
13
228
0
16 May 2021
Encoding Explanatory Knowledge for Zero-shot Science Question Answering
Zili Zhou
Marco Valentino
Dónal Landers
André Freitas
11
7
0
12 May 2021
REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training
Fangkai Jiao
Yangyang Guo
Yilin Niu
Feng Ji
Feng-Lin Li
Liqiang Nie
LRM
26
12
0
10 May 2021
Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text
Siyuan Wang
Wanjun Zhong
Duyu Tang
Zhongyu Wei
Zhihao Fan
Daxin Jiang
Ming Zhou
Nan Duan
NAI
31
70
0
08 May 2021
Improving Cross-Lingual Reading Comprehension with Self-Training
Wei Huang
Chien-yu Huang
Hung-yi Lee
LRM
33
1
0
08 May 2021
A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers
Pradeep Dasigi
Kyle Lo
Iz Beltagy
Arman Cohan
Noah A. Smith
Matt Gardner
RALM
31
279
0
07 May 2021
When to Foldém: How to answer Unanswerable questions
Marshall Ho
Zhipeng Zhou
J. He
28
2
0
01 May 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP
Qinyuan Ye
Bill Yuchen Lin
Xiang Ren
211
179
0
18 Apr 2021
Can NLI Models Verify QA Systems' Predictions?
Jifan Chen
Eunsol Choi
Greg Durrett
23
54
0
18 Apr 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
Nandan Thakur
Nils Reimers
Andreas Rucklé
Abhishek Srivastava
Iryna Gurevych
VLM
231
966
0
17 Apr 2021
Question Decomposition with Dependency Graphs
Matan Hasson
Jonathan Berant
GNN
22
9
0
17 Apr 2021
Are Multilingual BERT models robust? A Case Study on Adversarial Attacks for Multilingual Question Answering
Sara Rosenthal
Mihaela A. Bornea
Avirup Sil
AAML
31
10
0
15 Apr 2021
TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph
Jiaxin Shi
S. Cao
Lei Hou
Juan-Zi Li
Hanwang Zhang
GNN
26
104
0
15 Apr 2021
AR-LSAT: Investigating Analytical Reasoning of Text
Wanjun Zhong
Siyuan Wang
Duyu Tang
Zenan Xu
Daya Guo
Jiahai Wang
Jian Yin
Ming Zhou
Nan Duan
ELM
19
40
0
14 Apr 2021
What's in your Head? Emergent Behaviour in Multi-Task Transformer Models
Mor Geva
Uri Katz
Aviv Ben-Arie
Jonathan Berant
LRM
35
11
0
13 Apr 2021
Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2
Gregor Betz
Kyle Richardson
Christian Voigt
ReLM
LRM
16
29
0
24 Mar 2021
The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures
Sushant Singh
A. Mahmood
AI4TS
60
92
0
23 Mar 2021
Local Interpretations for Explainable Natural Language Processing: A Survey
Siwen Luo
Hamish Ivison
S. Han
Josiah Poon
MILM
33
48
0
20 Mar 2021
Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues
Hung Le
Nancy F. Chen
S. Hoi
36
14
0
01 Mar 2021
Biomedical Question Answering: A Survey of Approaches and Challenges
Qiao Jin
Zheng Yuan
Guangzhi Xiong
Qian Yu
Huaiyuan Ying
Chuanqi Tan
Mosha Chen
Songfang Huang
Xiaozhong Liu
Sheng Yu
21
95
0
10 Feb 2021
Muppet: Massive Multi-task Representations with Pre-Finetuning
Armen Aghajanyan
Anchit Gupta
Akshat Shrivastava
Xilun Chen
Luke Zettlemoyer
Sonal Gupta
24
266
0
26 Jan 2021
English Machine Reading Comprehension Datasets: A Survey
Daria Dzendzik
Carl Vogel
Jennifer Foster
RALM
AIMat
25
49
0
25 Jan 2021
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies
Mor Geva
Daniel Khashabi
Elad Segal
Tushar Khot
Dan Roth
Jonathan Berant
RALM
250
673
0
06 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
213
251
0
04 Jan 2021
Few-Shot Question Answering by Pretraining Span Selection
Ori Ram
Yuval Kirstain
Jonathan Berant
Amir Globerson
Omer Levy
25
97
0
02 Jan 2021
Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval
Omar Khattab
Christopher Potts
Matei A. Zaharia
RALM
LRM
11
55
0
02 Jan 2021
ERNIE-Doc: A Retrospective Long-Document Modeling Transformer
Siyu Ding
Junyuan Shang
Shuohuan Wang
Yu Sun
Hao Tian
Hua-Hong Wu
Haifeng Wang
68
52
0
31 Dec 2020
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering
Barlas Oğuz
Xilun Chen
Vladimir Karpukhin
Stanislav Peshterliev
Dmytro Okhonko
M. Schlichtkrull
Sonal Gupta
Yashar Mehdad
Scott Yih
211
87
0
29 Dec 2020
Generating Fact Checking Briefs
Angela Fan
Aleksandra Piktus
Fabio Petroni
Guillaume Wenzek
Marzieh Saeidi
Andreas Vlachos
Antoine Bordes
Sebastian Riedel
HILM
16
57
0
10 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
31
50
0
05 Nov 2020
Exploring Question-Specific Rewards for Generating Deep Questions
Yuxi Xie
Liangming Pan
Dongzhe Wang
Min-Yen Kan
Yansong Feng
48
27
0
02 Nov 2020
AQuaMuSe: Automatically Generating Datasets for Query-Based Multi-Document Summarization
Sayali Kulkarni
Sheide Chammas
Wan Zhu
Fei Sha
Eugene Ie
RALM
64
52
0
23 Oct 2020
Unsupervised Multi-hop Question Answering by Question Generation
Liangming Pan
Wenhu Chen
Wenhan Xiong
Min-Yen Kan
William Yang Wang
29
59
0
23 Oct 2020
Answering Open-Domain Questions of Varying Reasoning Steps from Text
Peng Qi
Haejun Lee
OghenetegiriTGSido
Christopher D. Manning
KELM
RALM
LRM
191
55
0
23 Oct 2020
Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval
Akari Asai
Eunsol Choi
RALM
37
51
0
22 Oct 2020
On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries
Tianze Shi
Chen Zhao
Jordan L. Boyd-Graber
Hal Daumé
Lillian Lee
24
78
0
21 Oct 2020
Open Question Answering over Tables and Text
Wenhu Chen
Ming-Wei Chang
Eva Schlinger
Luu Anh Tuan
William W. Cohen
LMTD
RALM
31
194
0
20 Oct 2020
Multi-hop Question Generation with Graph Convolutional Network
Dan Su
Yan Xu
Wenliang Dai
Ziwei Ji
Tiezheng Yu
Pascale Fung
23
39
0
19 Oct 2020
PRover: Proof Generation for Interpretable Reasoning over Rules
Swarnadeep Saha
Sayan Ghosh
Shashank Srivastava
Joey Tianyi Zhou
ReLM
LRM
23
77
0
06 Oct 2020
Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space
Dayiheng Liu
Yeyun Gong
Jie Fu
Yu Yan
Jiusheng Chen
Jiancheng Lv
Nan Duan
M. Zhou
15
37
0
04 Oct 2020
Autoregressive Entity Retrieval
Nicola De Cao
Gautier Izacard
Sebastian Riedel
Fabio Petroni
22
430
0
02 Oct 2020
A Survey on Explainability in Machine Reading Comprehension
Mokanarangan Thayaparan
Marco Valentino
André Freitas
FaML
12
50
0
01 Oct 2020
Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data
Jonathan Pilault
Amine Elhattami
C. Pal
CLL
MoE
21
89
0
19 Sep 2020
Answering Any-hop Open-domain Questions with Iterative Document Reranking
Ping Nie
Yuyu Zhang
Arun Ramamurthy
Le Song
28
20
0
16 Sep 2020
Multi-Hop Fact Checking of Political Claims
W. Ostrowski
Arnav Arora
Pepa Atanasova
Isabelle Augenstein
LRM
27
38
0
10 Sep 2020
LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning
Jian Liu
Leyang Cui
Hanmeng Liu
Dandan Huang
Yile Wang
Yue Zhang
RALM
14
332
0
16 Jul 2020
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval
Lee Xiong
Chenyan Xiong
Ye Li
Kwok-Fung Tang
Jialin Liu
Paul N. Bennett
Junaid Ahmed
Arnold Overwijk
11
1,177
0
01 Jul 2020
Measuring Robustness to Natural Distribution Shifts in Image Classification
Rohan Taori
Achal Dave
Vaishaal Shankar
Nicholas Carlini
Benjamin Recht
Ludwig Schmidt
OOD
22
531
0
01 Jul 2020
Self-supervised Learning: Generative or Contrastive
Xiao Liu
Fanjin Zhang
Zhenyu Hou
Zhaoyu Wang
Li Mian
Jing Zhang
Jie Tang
SSL
38
1,586
0
15 Jun 2020
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