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QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension

27 July 2021

Papers citing "QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension"

23 / 223 papers shown

Title
A dataset and exploration of models for understanding video data through fill-in-the-blank question-answering Tegan Maharaj Nicolas Ballas Anna Rohrbach Aaron Courville C. Pal VGen 58 108 0 23 Nov 2016
Embracing data abundance: BookTest Dataset for Reading Comprehension Ondrej Bajgar Rudolf Kadlec Jan Kleindienst 49 66 0 04 Oct 2016
Annotating Derivations: A New Evaluation Strategy and Dataset for Algebra Word Problems Shyam Upadhyay Ming-Wei Chang AIMat 54 58 0 23 Sep 2016
Towards Machine Comprehension of Spoken Content: Initial TOEFL Listening Comprehension Test by Machine Bo-Hsiang Tseng Sheng-syun Shen Hung-yi Lee Lin-Shan Lee 63 59 0 23 Aug 2016
Who did What: A Large-Scale Person-Centered Cloze Dataset Takeshi Onishi Hai Wang Joey Tianyi Zhou Kevin Gimpel David A. McAllester AIMat 50 141 0 19 Aug 2016
WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia D. Hewlett Alexandre Lacoste Llion Jones Illia Polosukhin Andrew Fandrianto Jay Han Matthew Kelcey David Berthelot RALM 60 139 0 11 Aug 2016
Dataset and Neural Recurrent Sequence Labeling Model for Open-Domain Factoid Question Answering Peng Li Wei Li Zhen He Xuguang Wang Ying Cao Jie Zhou Wenyuan Xu 72 96 0 21 Jul 2016
Consensus Attention-based Neural Networks for Chinese Reading Comprehension Yiming Cui Ting Liu Zhongfu Chen Shijin Wang Guoping Hu 40 87 0 08 Jul 2016
The LAMBADA dataset: Word prediction requiring a broad discourse context Denis Paperno Germán Kruszewski Angeliki Lazaridou Q. N. Pham Raffaella Bernardi Sandro Pezzelle Marco Baroni Gemma Boleda Raquel Fernández 129 719 0 20 Jun 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 286 8,134 0 16 Jun 2016
Counting Everyday Objects in Everyday Scenes Prithvijit Chattopadhyay Ramakrishna Vedantam Ramprasaath R. Selvaraju Dhruv Batra Devi Parikh 71 157 0 12 Apr 2016
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.2K 16,990 0 16 Feb 2016
Addressing Complex and Subjective Product-Related Queries with Customer Reviews Julian McAuley Alex Yang 50 189 0 21 Dec 2015
A Survey of Available Corpora for Building Data-Driven Dialogue Systems Iulian Serban Ryan J. Lowe Peter Henderson Laurent Charlin Joelle Pineau 61 342 0 17 Dec 2015
MovieQA: Understanding Stories in Movies through Question-Answering Makarand Tapaswi Yukun Zhu Rainer Stiefelhagen Antonio Torralba R. Urtasun Sanja Fidler 115 749 0 09 Dec 2015
The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations Felix Hill Antoine Bordes S. Chopra Jason Weston RALM 109 636 0 07 Nov 2015
Compositional Semantic Parsing on Semi-Structured Tables Panupong Pasupat Percy Liang CoGe LMTD 117 789 0 03 Aug 2015
The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems Ryan J. Lowe Nissan Pow Iulian Serban Joelle Pineau 77 950 0 30 Jun 2015
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 347 3,551 0 10 Jun 2015
Large-scale Simple Question Answering with Memory Networks Antoine Bordes Nicolas Usunier S. Chopra Jason Weston 114 698 0 05 Jun 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 211 5,478 0 03 May 2015
Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks Jason Weston Antoine Bordes S. Chopra Alexander M. Rush Bart van Merriënboer Armand Joulin Tomas Mikolov LRM ELM 150 1,181 0 19 Feb 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,667 0 01 May 2014