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DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs

1 March 2019

Gabriel Stanovsky

Papers citing "DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs"

50 / 376 papers shown

Title
Easy, Reproducible and Quality-Controlled Data Collection with Crowdaq Qiang Ning Hao Wu Pradeep Dasigi Dheeru Dua Matt Gardner Robert L Logan IV Ana Marasović Zhenjin Nie 88 16 0 06 Oct 2020
Reverse Operation based Data Augmentation for Solving Math Word Problems Qianying Liu Wenyu Guan Sujian Li Fei Cheng Daisuke Kawahara Sadao Kurohashi 98 28 0 04 Oct 2020
LiveQA: A Question Answering Dataset over Sports Live Qianying Liu Sicong Jiang Yizhong Wang Sujian Li 63 14 0 01 Oct 2020
A Survey on Explainability in Machine Reading Comprehension Mokanarangan Thayaparan Marco Valentino André Freitas FaML 108 49 0 01 Oct 2020
A Vietnamese Dataset for Evaluating Machine Reading Comprehension Kiet Van Nguyen Duc-Vu Nguyen A. Nguyen Ngan Luu-Thuy Nguyen 108 59 0 30 Sep 2020
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval Tiancheng Zhao Xiaopeng Lu Kyusong Lee RALM 98 87 0 28 Sep 2020
Question Directed Graph Attention Network for Numerical Reasoning over Text Kunlong Chen Weidi Xu Xingyi Cheng Zou Xiaochuan Yuyu Zhang Le Song Taifeng Wang Yuan Qi Wei Chu AIMat OOD 85 67 0 16 Sep 2020
Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models Tushar Khot Daniel Khashabi Kyle Richardson Peter Clark Ashish Sabharwal ReLM 86 88 0 01 Sep 2020
Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures Daniel Furrer Marc van Zee Nathan Scales Nathanael Scharli CoGe 99 114 0 17 Jul 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 141 382 0 16 Jul 2020
A Survey on Machine Reading Comprehension: Tasks, Evaluation Metrics and Benchmark Datasets Chengchang Zeng Shaobo Li Qin Li Jie Hu Jianjun Hu 114 101 0 21 Jun 2020
New Vietnamese Corpus for Machine Reading Comprehension of Health News Articles Kiet Van Nguyen Tin Van Huynh Duc-Vu Nguyen A. Nguyen Ngan Luu-Thuy Nguyen 75 42 0 19 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 1.2K 42,753 0 28 May 2020
Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond Zhuosheng Zhang Hai Zhao Rui Wang 115 63 0 13 May 2020
A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering Nils Holzenberger Andrew Blair-Stanek Benjamin Van Durme ELM AILaw 81 69 0 11 May 2020
CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management Jane Polak Scowcroft Yan Xu Tiezheng Yu Farhad Bin Siddique Elham J. Barezi Pascale Fung RALM 51 31 0 04 May 2020
What-if I ask you to explain: Explaining the effects of perturbations in procedural text Dheeraj Rajagopal Niket Tandon Bhavana Dalvi Peter Clarke Eduard H. Hovy 54 14 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 118 65 0 04 May 2020
Teaching Machine Comprehension with Compositional Explanations Qinyuan Ye Xiao Huang Elizabeth Boschee Xiang Ren LRM ReLM 109 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 76 39 0 02 May 2020
Obtaining Faithful Interpretations from Compositional Neural Networks Sanjay Subramanian Ben Bogin Nitish Gupta Tomer Wolfson Sameer Singh Jonathan Berant Matt Gardner 78 42 0 02 May 2020
UnifiedQA: Crossing Format Boundaries With a Single QA System Daniel Khashabi Sewon Min Tushar Khot Ashish Sabharwal Oyvind Tafjord Peter Clark Hannaneh Hajishirzi 232 743 0 02 May 2020
Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-trained Language Models Bill Yuchen Lin Seyeon Lee Rahul Khanna Xiang Ren AIMat 99 158 0 02 May 2020
Language (Re)modelling: Towards Embodied Language Understanding Ronen Tamari Chen Shani Tom Hope Miriam R. L. Petruck Omri Abend Dafna Shahaf 72 28 0 01 May 2020
TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions Qiang Ning Hao Wu Rujun Han Nanyun Peng Matt Gardner Dan Roth 93 111 0 01 May 2020
Robust Question Answering Through Sub-part Alignment Jifan Chen Greg Durrett OOD 70 13 0 30 Apr 2020
ToTTo: A Controlled Table-To-Text Generation Dataset Ankur P. Parikh Xuezhi Wang Sebastian Gehrmann Manaal Faruqui Bhuwan Dhingra Diyi Yang Dipanjan Das LMTD 157 368 0 29 Apr 2020
Benchmarking Robustness of Machine Reading Comprehension Models Chenglei Si Ziqing Yang Yiming Cui Wentao Ma Ting Liu Shijin Wang ELM AAML 112 42 0 29 Apr 2020
DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking Christopher Hidey Tuhin Chakrabarty Tariq Alhindi Siddharth Varia K. Krstovski Mona T. Diab Smaranda Muresan AAML 70 43 0 27 Apr 2020
Challenge Closed-book Science Exam: A Meta-learning Based Question Answering System Xinyue Zheng Peng Wang Qigang Wang Zhongchao Shi RALM 26 0 0 26 Apr 2020
Question Answering over Curated and Open Web Sources Rishiraj Saha Roy Avishek Anand 75 11 0 24 Apr 2020
A Survey of Document Grounded Dialogue Systems (DGDS) Longxuan Ma Weinan Zhang Mingda Li Ting Liu 75 19 0 17 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 Wenjie Wang 83 309 0 15 Apr 2020
Joint translation and unit conversion for end-to-end localization Georgiana Dinu Prashant Mathur Marcello Federico Stanislas Lauly Yaser Al-Onaizan 71 4 0 10 Apr 2020
MuTual: A Dataset for Multi-Turn Dialogue Reasoning Leyang Cui Yu-Huan Wu Shujie Liu Yue Zhang Ming Zhou LRM 67 152 0 09 Apr 2020
Injecting Numerical Reasoning Skills into Language Models Mor Geva Ankit Gupta Jonathan Berant AIMat LRM 93 227 0 09 Apr 2020
Multi-Step Inference for Reasoning Over Paragraphs Jiangming Liu Matt Gardner Shay B. Cohen Mirella Lapata ReLM LRM 49 18 0 06 Apr 2020
Evaluating Models' Local Decision Boundaries via Contrast Sets Matt Gardner Yoav Artzi Victoria Basmova Jonathan Berant Ben Bogin ... Sanjay Subramanian Reut Tsarfaty Eric Wallace Ally Zhang Ben Zhou ELM 120 84 0 06 Apr 2020
TAPAS: Weakly Supervised Table Parsing via Pre-training Jonathan Herzig Pawel Krzysztof Nowak Thomas Müller Francesco Piccinno Julian Martin Eisenschlos LMTD RALM 182 658 0 05 Apr 2020
Benchmarking Machine Reading Comprehension: A Psychological Perspective Saku Sugawara Pontus Stenetorp Akiko Aizawa 54 2 0 04 Apr 2020
R3: A Reading Comprehension Benchmark Requiring Reasoning Processes Ran Wang Kun Tao Dingjie Song Zhilong Zhang Xiao Ma Xiáo Su Xinyu Dai 64 3 0 02 Apr 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 237 613 0 10 Mar 2020
A Framework for Evaluation of Machine Reading Comprehension Gold Standards Viktor Schlegel Marco Valentino André Freitas Goran Nenadic Riza Batista-Navarro 58 30 0 10 Mar 2020
Natural Language QA Approaches using Reasoning with External Knowledge Chitta Baral Pratyay Banerjee Kuntal Kumar Pal Arindam Mitra LRM 51 5 0 06 Mar 2020
Training Question Answering Models From Synthetic Data Raul Puri Ryan Spring M. Patwary Mohammad Shoeybi Bryan Catanzaro ELM 81 160 0 22 Feb 2020
ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning Weihao Yu Zihang Jiang Yanfei Dong Jiashi Feng LRM 185 255 0 11 Feb 2020
How Much Knowledge Can You Pack Into the Parameters of a Language Model? Adam Roberts Colin Raffel Noam M. Shazeer KELM 147 898 0 10 Feb 2020
Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension Max Bartolo A. Roberts Johannes Welbl Sebastian Riedel Pontus Stenetorp AAML 147 175 0 02 Feb 2020
Break It Down: A Question Understanding Benchmark Tomer Wolfson Mor Geva Ankit Gupta Matt Gardner Yoav Goldberg Daniel Deutch Jonathan Berant 97 188 0 31 Jan 2020
ORB: An Open Reading Benchmark for Comprehensive Evaluation of Machine Reading Comprehension Dheeru Dua Ananth Gottumukkala Alon Talmor Sameer Singh Matt Gardner 70 10 0 29 Dec 2019