SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine

18 April 2017

Papers citing "SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine"

50 / 281 papers shown

Title
Conversations with Documents. An Exploration of Document-Centered Assistance Maartje ter Hoeve Robert Sim E. Nouri Adam Fourney Maarten de Rijke Ryen W. White 14 38 0 27 Jan 2020
A Study of the Tasks and Models in Machine Reading Comprehension Chao Wang LRM 21 1 0 23 Jan 2020
ManyModalQA: Modality Disambiguation and QA over Diverse Inputs Darryl Hannan Akshay Jain Joey Tianyi Zhou AAML 32 57 0 22 Jan 2020
Enhancing lexical-based approach with external knowledge for Vietnamese multiple-choice machine reading comprehension Kiet Van Nguyen Khiem Vinh Tran Son T. Luu A. Nguyen Ngan Luu-Thuy Nguyen 14 5 0 16 Jan 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 13 85 0 06 Jan 2020
Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model Wenhan Xiong Jingfei Du William Yang Wang Veselin Stoyanov SSL KELM 50 201 0 20 Dec 2019
An Exploration of Data Augmentation and Sampling Techniques for Domain-Agnostic Question Answering Shayne Longpre Yi Lu Zhucheng Tu Christopher DuBois 21 70 0 04 Dec 2019
Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering Vikas Yadav Steven Bethard Mihai Surdeanu 27 75 0 17 Nov 2019
Blockwise Self-Attention for Long Document Understanding J. Qiu Hao Ma Omer Levy Scott Yih Sinong Wang Jie Tang 11 252 0 07 Nov 2019
Towards Domain Adaptation from Limited Data for Question Answering Using Deep Neural Networks Timothy J. Hazen S. Dhuliawala Daniel Boies OOD 8 19 0 06 Nov 2019
Multi-Paragraph Reasoning with Knowledge-enhanced Graph Neural Network Deming Ye Yankai Lin Zhenghao Liu Zhiyuan Liu Maosong Sun ReLM 11 15 0 06 Nov 2019
What Question Answering can Learn from Trivia Nerds Jordan L. Boyd-Graber Benjamin Borschinger 24 36 0 31 Oct 2019
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension Adam Fisch Alon Talmor Robin Jia Minjoon Seo Eunsol Choi Danqi Chen 27 301 0 22 Oct 2019
Domain-agnostic Question-Answering with Adversarial Training Seanie Lee Donggyu Kim Jangwon Park OOD 32 72 0 21 Oct 2019
Universal Text Representation from BERT: An Empirical Study Xiaofei Ma Zhiguo Wang Patrick Ng Ramesh Nallapati Bing Xiang OOD 24 66 0 17 Oct 2019
MMM: Multi-stage Multi-task Learning for Multi-choice Reading Comprehension Di Jin Shuyang Gao Jiun-Yu Kao Tagyoung Chung Dilek Z. Hakkani-Tür 24 69 0 01 Oct 2019
Question Answering is a Format; When is it Useful? Matt Gardner Jonathan Berant Hannaneh Hajishirzi Alon Talmor Sewon Min 23 51 0 25 Sep 2019
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann L. Varshney Caiming Xiong R. Socher AI4CE 57 1,236 0 11 Sep 2019
Large Scale Question Answering using Tourism Data Danish Contractor Krunal Shah Aditi Partap Mausam Parag Singla RALM 22 7 0 08 Sep 2019
Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning Lifu Huang Ronan Le Bras Chandra Bhagavatula Yejin Choi AIMat RALM LRM 32 447 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 13 46 0 28 Aug 2019
Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering Zhiguo Wang Patrick Ng Xiaofei Ma Ramesh Nallapati Bing Xiang OOD 19 243 0 22 Aug 2019
Learning Representations and Agents for Information Retrieval Rodrigo Nogueira AIFin 19 1 0 16 Aug 2019
XCMRC: Evaluating Cross-lingual Machine Reading Comprehension Pengyuan Liu Yuning Deng Chenghao Zhu Han Hu ELM 16 9 0 15 Aug 2019
AmazonQA: A Review-Based Question Answering Task Mansi Gupta Nitish Kulkarni Raghuveer Chanda Anirudha Rayasam Zachary Chase Lipton RALM 21 67 0 12 Aug 2019
Mitigating Noisy Inputs for Question Answering Denis Peskov Joe Barrow Pedro Rodriguez Graham Neubig Jordan L. Boyd-Graber AAML 8 16 0 08 Aug 2019
SpanBERT: Improving Pre-training by Representing and Predicting Spans Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy 22 1,943 0 24 Jul 2019
ELI5: Long Form Question Answering Angela Fan Yacine Jernite Ethan Perez David Grangier Jason Weston Michael Auli AI4MH ELM 22 594 0 22 Jul 2019
Tackling Graphical NLP problems with Graph Recurrent Networks Linfeng Song GNN 21 1 0 13 Jul 2019
ReQA: An Evaluation for End-to-End Answer Retrieval Models Amin Ahmad Noah Constant Yinfei Yang Daniel Cer RALM 14 53 0 10 Jul 2019
Neural Machine Reading Comprehension: Methods and Trends Kaixuan Li Xiujuan Xian Sheng Zhang Jiafu Wang N. Yu FaML 30 12 0 02 Jul 2019
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering Yair Feldman Ran El-Yaniv RALM 19 100 0 15 Jun 2019
Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension Minghao Hu Yuxing Peng Zhen Huang Dongsheng Li RALM 14 58 0 11 Jun 2019
Latent Retrieval for Weakly Supervised Open Domain Question Answering Kenton Lee Ming-Wei Chang Kristina Toutanova RALM 19 996 0 01 Jun 2019
MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension Alon Talmor Jonathan Berant 17 172 0 31 May 2019
Controlling Risk of Web Question Answering Lixin Su J. Guo Yixing Fan Yanyan Lan Xueqi Cheng 19 9 0 24 May 2019
Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering Rajarshi Das S. Dhuliawala Manzil Zaheer Andrew McCallum RALM LRM 29 162 0 14 May 2019
Entity-Relation Extraction as Multi-Turn Question Answering Xiaoya Li Fan Yin Zijun Sun Xiayu Li Arianna Yuan Duo Chai Mingxin Zhou Jiwei Li 33 346 0 14 May 2019
PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text Haitian Sun Tania Bedrax-Weiss William W. Cohen RALM ReLM 25 345 0 21 Apr 2019
Quizbowl: The Case for Incremental Question Answering Pedro Rodriguez Shi Feng Mohit Iyyer He He Jordan L. Boyd-Graber 17 50 0 09 Apr 2019
BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 11 688 0 03 Apr 2019
FastFusionNet: New State-of-the-Art for DAWNBench SQuAD Felix Wu Boyi Li Lequn Wang Ni Lao John Blitzer Kilian Q. Weinberger FedML 27 5 0 28 Feb 2019
Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds I. Labutov Bishan Yang Anusha Prakash A. Azaria 35 14 0 25 Feb 2019
Evidence Sentence Extraction for Machine Reading Comprehension Hai Wang Dian Yu Kai Sun Jianshu Chen Dong Yu David A. McAllester Dan Roth 39 56 0 23 Feb 2019
Improving Question Answering with External Knowledge Xiaoman Pan Kai Sun Dian Yu Jianshu Chen Heng Ji Claire Cardie Dong Yu KELM 19 66 0 03 Feb 2019
Review Conversational Reading Comprehension Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 25 18 0 03 Feb 2019
DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension Kai Sun Dian Yu Jianshu Chen Dong Yu Yejin Choi Claire Cardie RALM AIMat 18 293 0 01 Feb 2019
Passage Re-ranking with BERT Rodrigo Nogueira Kyunghyun Cho OOD 11 1,065 0 13 Jan 2019
HAS-QA: Hierarchical Answer Spans Model for Open-domain Question Answering Liang Pang Yanyan Lan J. Guo Jun Xu Lixin Su Xueqi Cheng 18 37 0 12 Jan 2019
Densely Connected Attention Propagation for Reading Comprehension Yi Tay Anh Tuan Luu S. Hui Jian Su 17 48 0 10 Nov 2018