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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
ICDAR 2021 Competition on Document VisualQuestion Answering Rubèn Pérez Tito Minesh Mathew C. V. Jawahar Ernest Valveny Dimosthenis Karatzas 86 23 0 10 Nov 2021
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue Leonard Adolphs Kurt Shuster Jack Urbanek Arthur Szlam Jason Weston KELM LRM 255 41 0 09 Nov 2021
MetaICL: Learning to Learn In Context Sewon Min M. Lewis Luke Zettlemoyer Hannaneh Hajishirzi LRM 251 493 0 29 Oct 2021
Hey AI, Can You Solve Complex Tasks by Talking to Agents? Tushar Khot Kyle Richardson Daniel Khashabi Ashish Sabharwal RALM LRM 72 14 0 16 Oct 2021
MixQG: Neural Question Generation with Mixed Answer Types Lidiya Murakhovs'ka Chien-Sheng Wu Philippe Laban Tong Niu Wenhao Liu Caiming Xiong 86 48 0 15 Oct 2021
Tracing Origins: Coreference-aware Machine Reading Comprehension Baorong Huang Zhuosheng Zhang Hai Zhao 124 5 0 15 Oct 2021
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer Tu Vu Brian Lester Noah Constant Rami Al-Rfou Daniel Cer VLM LRM 223 290 0 15 Oct 2021
Distantly-Supervised Evidence Retrieval Enables Question Answering without Evidence Annotation Chen Zhao Chenyan Xiong Jordan L. Boyd-Graber Hal Daumé RALM 65 10 0 10 Oct 2021
Truth-Conditional Captioning of Time Series Data Harsh Jhamtani Taylor Berg-Kirkpatrick AI4TS 69 8 0 05 Oct 2021
Single-dataset Experts for Multi-dataset Question Answering Dan Friedman Ben Dodge Danqi Chen MoMe 180 26 0 28 Sep 2021
FQuAD2.0: French Question Answering and knowing that you know nothing Quentin Heinrich Gautier Viaud Wacim Belblidia 66 8 0 27 Sep 2021
NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset Qiyuan Zhang Lei Wang S. Yu Shuohang Wang Yang Wang Jing Jiang Ee-Peng Lim AIMat 98 17 0 22 Sep 2021
Reframing Instructional Prompts to GPTk's Language Swaroop Mishra Daniel Khashabi Chitta Baral Yejin Choi Hannaneh Hajishirzi 116 221 0 16 Sep 2021
FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining Zhoujun Cheng Haoyu Dong Ran Jia Pengfei Wu Shi Han Fan Cheng Dongmei Zhang AIMat ReLM LMTD LRM 75 27 0 15 Sep 2021
An MRC Framework for Semantic Role Labeling Nan Wang Jiwei Li Yuxian Meng Xiaofei Sun Han Qiu Ziyao Wang Guoyin Wang Jun He 69 7 0 14 Sep 2021
SPARQLing Database Queries from Intermediate Question Decompositions Irina Saparina A. Osokin 76 14 0 13 Sep 2021
SituatedQA: Incorporating Extra-Linguistic Contexts into QA Michael J.Q. Zhang Eunsol Choi RALM 89 154 0 13 Sep 2021
What's in a Name? Answer Equivalence For Open-Domain Question Answering Chenglei Si Chen Zhao Jordan L. Boyd-Graber 196 35 0 11 Sep 2021
Contrasting Human- and Machine-Generated Word-Level Adversarial Examples for Text Classification Maximilian Mozes Max Bartolo Pontus Stenetorp Bennett Kleinberg Lewis D. Griffin DeLMO AAML SILM 60 7 0 09 Sep 2021
Improving Numerical Reasoning Skills in the Modular Approach for Complex Question Answering on Text Xiao-Yu Guo Yuan-Fang Li Gholamreza Haffari ReLM AIMat LRM 73 3 0 06 Sep 2021
Teaching Autoregressive Language Models Complex Tasks By Demonstration Gabriel Recchia 85 22 0 05 Sep 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 385 3,814 0 03 Sep 2021
FinQA: A Dataset of Numerical Reasoning over Financial Data Zhiyu Chen Wenhu Chen Charese Smiley Sameena Shah Iana Borova ... Reema N Moussa Matthew I. Beane Ting-Hao 'Kenneth' Huang Bryan R. Routledge Wenjie Wang AIMat 156 356 0 01 Sep 2021
EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading Comprehension Yongwei Zhou Junwei Bao Haipeng Sun Jiahui Liang Youzheng Wu Xiaodong He Bowen Zhou Tiejun Zhao 29 5 0 18 Aug 2021
A Dataset for Answering Time-Sensitive Questions Wenhu Chen Xinyi Wang Wenjie Wang 126 130 0 13 Aug 2021
Zero-shot Task Transfer for Invoice Extraction via Class-aware QA Ensemble Prithiviraj Damodaran Prabhkaran Singh Josemon Achankuju 38 2 0 13 Aug 2021
Compositional Generalization in Multilingual Semantic Parsing over Wikidata Ruixiang Cui Rahul Aralikatte Heather Lent Daniel Hershcovich 88 11 0 07 Aug 2021
From LSAT: The Progress and Challenges of Complex Reasoning Siyuan Wang Zhongkun Liu Wanjun Zhong Ming Zhou Zhongyu Wei Zhumin Chen Nan Duan ELM 85 46 0 02 Aug 2021
MuSiQue: Multihop Questions via Single-hop Question Composition H. Trivedi Niranjan Balasubramanian Tushar Khot Ashish Sabharwal LRM 152 282 0 02 Aug 2021
MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving Zhenwen Liang Jipeng Zhang Lei Wang Wei Qin Yunshi Lan Jie Shao Xiangliang Zhang AIMat 83 66 0 28 Jul 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension Anna Rogers Matt Gardner Isabelle Augenstein 137 170 0 27 Jul 2021
Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills Ori Yoran Alon Talmor Jonathan Berant ReLM LRM 238 54 0 15 Jul 2021
Ensemble Learning-Based Approach for Improving Generalization Capability of Machine Reading Comprehension Systems Razieh Baradaran Hossein Amirkhani 70 16 0 01 Jul 2021
Controllable Open-ended Question Generation with A New Question Type Ontology Shuyang Cao Lu Wang 85 51 0 01 Jul 2021
Question Answering Infused Pre-training of General-Purpose Contextualized Representations Robin Jia M. Lewis Luke Zettlemoyer 82 29 0 15 Jun 2021
Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP Anthony Chen Pallavi Gudipati Shayne Longpre Xiao Ling Sameer Singh 77 40 0 12 Jun 2021
FEVEROUS: Fact Extraction and VERification Over Unstructured and Structured information Rami Aly Zhijiang Guo Michael Schlichtkrull James Thorne Andreas Vlachos Christos Christodoulopoulos O. Cocarascu Arpit Mittal HILM 124 188 0 10 Jun 2021
Meaning Representation of Numeric Fused-Heads in UCCA Ruixiang Cui Daniel Hershcovich AI4CE 48 1 0 04 Jun 2021
Prediction or Comparison: Toward Interpretable Qualitative Reasoning Mucheng Ren Heyan Huang Yang Gao LRM 36 0 0 04 Jun 2021
Database Reasoning Over Text James Thorne Majid Yazdani Marzieh Saeidi Fabrizio Silvestri Sebastian Riedel A. Halevy ReLM LMTD AI4TS 70 38 0 02 Jun 2021
Why Machine Reading Comprehension Models Learn Shortcuts? Yuxuan Lai Chen Zhang Yansong Feng Quzhe Huang Dongyan Zhao SyDa 86 53 0 02 Jun 2021
COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences Shikhar Singh Nuan Wen Yu Hou Pegah Alipoormolabashi Te-Lin Wu Xuezhe Ma Nanyun Peng LRM 104 59 0 02 Jun 2021
On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study Divyansh Kaushik Douwe Kiela Zachary Chase Lipton Wen-tau Yih AAML 70 35 0 02 Jun 2021
What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks? Nikita Nangia Saku Sugawara H. Trivedi Alex Warstadt Clara Vania Sam Bowman 136 36 0 01 Jun 2021
ByT5: Towards a token-free future with pre-trained byte-to-byte models Linting Xue Aditya Barua Noah Constant Rami Al-Rfou Sharan Narang Mihir Kale Adam Roberts Colin Raffel 158 509 0 28 May 2021
TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance Fengbin Zhu Wenqiang Lei Youcheng Huang Chao Wang Shuo Zhang Jiancheng Lv Fuli Feng Tat-Seng Chua AIMat 137 305 0 17 May 2021
Encoding Explanatory Knowledge for Zero-shot Science Question Answering Zili Zhou Marco Valentino Dónal Landers André Freitas 86 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 69 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 137 73 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 137 311 0 07 May 2021