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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"
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Title
JaQuAD: Japanese Question Answering Dataset for Machine Reading Comprehension
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Active Learning Over Multiple Domains in Natural Language Tasks
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Natural Language Deduction through Search over Statement Compositions
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Double Retrieval and Ranking for Accurate Question Answering
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Thuy Vu
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Reasoning over Hybrid Chain for Table-and-Text Open Domain QA
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CommonsenseQA 2.0: Exposing the Limits of AI through Gamification
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0
14 Jan 2022
Does Entity Abstraction Help Generative Transformers Reason?
Nicolas Angelard-Gontier
Siva Reddy
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31
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OpenQA: Hybrid QA System Relying on Structured Knowledge Base as well as Non-structured Data
Gaochen Wu
Bin Xu
Yuxin Qin
Yang Liu
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19
0
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MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding
Revanth Reddy Gangi Reddy
Xilin Rui
Manling Li
Xudong Lin
Haoyang Wen
...
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Avirup Sil
Shih-Fu Chang
A. Schwing
Heng Ji
22
31
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Long Context Question Answering via Supervised Contrastive Learning
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Ido Dagan
Jacob Goldberger
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Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks
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Matt Gardner
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21
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Alicia Parrish
Nitish Joshi
Nikita Nangia
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Johnny Ma
Jana Thompson
He He
Sam Bowman
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25
141
0
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Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs
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Thomas Gerald
Laure Soulier
K. Pinel-Sauvagnat
L. Tamine
17
1
0
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Haritz Puerto
Gözde Gül Sahin
Iryna Gurevych
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ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction
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Omar Khattab
Jon Saad-Falcon
Christopher Potts
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Towards Interpretable and Reliable Reading Comprehension: A Pipeline Model with Unanswerability Prediction
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Itsumi Saito
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30
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Haiyang Xu
Chenliang Li
Junfeng Tian
Bin Bi
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Songfang Huang
Fei Huang
Luo Si
Rong Jin
24
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Recent Advances in Automated Question Answering In Biomedical Domain
K. D. Baksi
22
0
0
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Kurt Shuster
Jack Urbanek
Arthur Szlam
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204
41
0
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54
466
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Hindsight: Posterior-guided training of retrievers for improved open-ended generation
Ashwin Paranjape
Omar Khattab
Christopher Potts
Matei A. Zaharia
Christopher D. Manning
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72
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Can Explanations Be Useful for Calibrating Black Box Models?
Xi Ye
Greg Durrett
FAtt
24
25
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14 Oct 2021
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations
Ji Xin
Chenyan Xiong
A. Srinivasan
Ankita Sharma
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Paul N. Bennett
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83
41
0
14 Oct 2021
Towards Efficient NLP: A Standard Evaluation and A Strong Baseline
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Tianxiang Sun
Junliang He
Jiawen Wu
Lingling Wu
Xinyu Zhang
Hao Jiang
Zhao Cao
Xuanjing Huang
Xipeng Qiu
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28
46
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13 Oct 2021
ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers
Haitian Sun
William W. Cohen
Ruslan Salakhutdinov
67
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Distantly-Supervised Evidence Retrieval Enables Question Answering without Evidence Annotation
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Chenyan Xiong
Jordan L. Boyd-Graber
Hal Daumé
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21
8
0
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Towards Continual Knowledge Learning of Language Models
Joel Jang
Seonghyeon Ye
Sohee Yang
Joongbo Shin
Janghoon Han
Gyeonghun Kim
Stanley Jungkyu Choi
Minjoon Seo
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230
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Trustworthy AI: From Principles to Practices
Bo-wen Li
Peng Qi
Bo Liu
Shuai Di
Jingen Liu
Jiquan Pei
Jinfeng Yi
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119
355
0
04 Oct 2021
Single-dataset Experts for Multi-dataset Question Answering
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132
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Quentin Heinrich
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6
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87
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Slot Filling for Biomedical Information Extraction
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Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering
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Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension
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Kentaro Inui
58
14
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14 Sep 2021
Adaptive Information Seeking for Open-Domain Question Answering
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Liang Pang
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Huawei Shen
Xueqi Cheng
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30
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What's in a Name? Answer Equivalence For Open-Domain Question Answering
Chenglei Si
Chen Zhao
Jordan L. Boyd-Graber
151
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On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings
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Kelly Smith
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Huitzilin Ortiz
CoGe
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25
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FinQA: A Dataset of Numerical Reasoning over Financial Data
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Wenhu Chen
Charese Smiley
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...
Reema N Moussa
Matthew I. Beane
Ting-Hao 'Kenneth' Huang
Bryan R. Routledge
Luu Anh Tuan
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28
294
0
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Multilingual Multi-Aspect Explainability Analyses on Machine Reading Comprehension Models
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Weinan Zhang
Wanxiang Che
Ting Liu
Zhigang Chen
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17
9
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26 Aug 2021
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Qi Zhang
Wenhua Huo
Yan Liu
Chunsheng Guan
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22
5
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PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval
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Shangwen Lv
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Jing Liu
Wayne Xin Zhao
Qiaoqiao She
Hua-Hong Wu
Haifeng Wang
Ji-Rong Wen
128
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MuSiQue: Multihop Questions via Single-hop Question Composition
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Graph-free Multi-hop Reading Comprehension: A Select-to-Guide Strategy
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Zhuosheng Zhang
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24
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A Systematic Survey of Text Worlds as Embodied Natural Language Environments
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FaVIQ: FAct Verification from Information-seeking Questions
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Controllable Open-ended Question Generation with A New Question Type Ontology
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On the Diversity and Limits of Human Explanations
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16
31
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