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HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question
  Answering

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
ArXivPDFHTML

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
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
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
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
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
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
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
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
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
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?
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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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