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

25 September 2018

Christopher D. Manning

RALM

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

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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 44 1,586 0 15 Jun 2020
Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge Alon Talmor Oyvind Tafjord Peter Clark Yoav Goldberg Jonathan Berant ReLM LRM 28 39 0 11 Jun 2020
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models Mandy Guo Yinfei Yang Daniel Cer Qinlan Shen Noah Constant LRM 33 46 0 05 May 2020
CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management Dan Su Yan Xu Tiezheng Yu Farhad Bin Siddique Elham J. Barezi Pascale Fung RALM 11 31 0 04 May 2020
To Test Machine Comprehension, Start by Defining Comprehension Jesse Dunietz Greg Burnham Akash Bharadwaj Owen Rambow Jennifer Chu-Carroll D. Ferrucci FaML 54 65 0 04 May 2020
Teaching Machine Comprehension with Compositional Explanations Qinyuan Ye Xiao Huang Elizabeth Boschee Xiang Ren LRM ReLM 19 34 0 02 May 2020
ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data Woojeong Jin Rahul Khanna Suji Kim Dong-Ho Lee Fred Morstatter Aram Galstyan Xiang Ren AI4TS 11 36 0 02 May 2020
Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network Guanming Xiong 21 0 0 20 Apr 2020
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data Wenhu Chen Hanwen Zha Zhiyu Zoey Chen Wenhan Xiong Hong Wang Luu Anh Tuan 32 292 0 15 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 28 3,916 0 10 Apr 2020
Knowledge Fusion and Semantic Knowledge Ranking for Open Domain Question Answering Pratyay Banerjee Chitta Baral RALM 11 24 0 07 Apr 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,450 0 18 Mar 2020
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages J. Clark Eunsol Choi Michael Collins Dan Garrette Tom Kwiatkowski Vitaly Nikolaev J. Palomaki 35 590 0 10 Mar 2020
Multi-task Learning with Multi-head Attention for Multi-choice Reading Comprehension H. Wan 9 13 0 26 Feb 2020
Differentiable Reasoning over a Virtual Knowledge Base Bhuwan Dhingra Manzil Zaheer Vidhisha Balachandran Graham Neubig Ruslan Salakhutdinov William W. Cohen 18 88 0 25 Feb 2020
Training Question Answering Models From Synthetic Data Raul Puri Ryan Spring M. Patwary M. Shoeybi Bryan Catanzaro ELM 24 159 0 22 Feb 2020
FQuAD: French Question Answering Dataset Martin d'Hoffschmidt Wacim Belblidia Tom Brendlé Quentin Heinrich Maxime Vidal 21 98 0 14 Feb 2020
Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension Max Bartolo A. Roberts Johannes Welbl Sebastian Riedel Pontus Stenetorp AAML 26 167 0 02 Feb 2020
oLMpics -- On what Language Model Pre-training Captures Alon Talmor Yanai Elazar Yoav Goldberg Jonathan Berant LRM 17 300 0 31 Dec 2019
Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering Antoine Bosselut Ronan Le Bras Yejin Choi NAI 24 41 0 10 Nov 2019
QASC: A Dataset for Question Answering via Sentence Composition Tushar Khot Peter Clark Michal Guerquin Peter Alexander Jansen Ashish Sabharwal CoGe 22 319 0 25 Oct 2019
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension Adam Fisch Alon Talmor Robin Jia Minjoon Seo Eunsol Choi Danqi Chen 22 301 0 22 Oct 2019
BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on Novels Yimin Jing Deyi Xiong Yan Zhen 14 30 0 11 Oct 2019
R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason Naoya Inoue Pontus Stenetorp Kentaro Inui 28 59 0 10 Oct 2019
What's Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering Tushar Khot Ashish Sabharwal Peter Clark RALM 24 22 0 19 Sep 2019
Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering Shiyue Zhang Joey Tianyi Zhou 24 140 0 13 Sep 2019
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 210 812 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 18 14 0 11 Sep 2019
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann L. Varshney Caiming Xiong R. Socher AI4CE 55 1,233 0 11 Sep 2019
Span Selection Pre-training for Question Answering Michael R. Glass A. Gliozzo Rishav Chakravarti Anthony Ferritto Lin Pan G P Shrivatsa Bhargav Dinesh Garg Avirup Sil RALM 32 70 0 09 Sep 2019
Let's Ask Again: Refine Network for Automatic Question Generation Preksha Nema Akash Kumar Mohankumar Mitesh M. Khapra Balaji Vasan Srinivasan Balaraman Ravindran 29 51 0 31 Aug 2019
Interactive Language Learning by Question Answering Xingdi Yuan Marc-Alexandre Côté Jie Fu Zhouhan Lin C. Pal Yoshua Bengio Adam Trischler 11 46 0 28 Aug 2019
Reasoning Over Paragraph Effects in Situations Kevin Lin Oyvind Tafjord Peter Clark Matt Gardner 13 115 0 16 Aug 2019
ELI5: Long Form Question Answering Angela Fan Yacine Jernite Ethan Perez David Grangier Jason Weston Michael Auli AI4MH ELM 17 592 0 22 Jul 2019
A Road-map Towards Explainable Question Answering A Solution for Information Pollution Zhilin Yang William W. Cohen 14 0 0 04 Jul 2019
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering Yair Feldman Ran El-Yaniv RALM 14 100 0 15 Jun 2019
DocRED: A Large-Scale Document-Level Relation Extraction Dataset Yuan Yao Deming Ye Peng Li Xu Han Yankai Lin Zhenghao Liu Zhiyuan Liu Lixin Huang Jie Zhou Maosong Sun 11 441 0 14 Jun 2019
Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension Yichen Jiang Nitish Joshi Yen-Chun Chen Joey Tianyi Zhou RALM 13 39 0 12 Jun 2019
Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution Shany Barhom Vered Shwartz Alon Eirew M. Bugert Nils Reimers Ido Dagan 9 91 0 04 Jun 2019
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions Christopher Clark Kenton Lee Ming-Wei Chang Tom Kwiatkowski Michael Collins Kristina Toutanova 57 1,392 0 24 May 2019
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction Kosuke Nishida Kyosuke Nishida Masaaki Nagata Atsushi Otsuka Itsumi Saito Hisako Asano J. Tomita RALM 11 102 0 21 May 2019
Repurposing Entailment for Multi-Hop Question Answering Tasks H. Trivedi Heeyoung Kwon Tushar Khot Ashish Sabharwal Niranjan Balasubramanian LRM 15 45 0 20 Apr 2019
Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring Zhengyuan Liu Jia Hui Hazel Lim Nur Farah Ain Binte Sahimi Shao Chuen Tong Sharon Ong ... M. Macdonald Savitha Ramasamy Pavitra Krishnaswamy W. Chow Nancy F. Chen 21 24 0 08 Mar 2019