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
ComQA:Compositional Question Answering via Hierarchical Graph Neural Networks Bingning Wang Ting Yao Weipeng Chen Jingfang Xu Xiaochuan Wang CoGe 35 6 0 16 Jan 2021
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 213 252 0 04 Jan 2021
Few-Shot Question Answering by Pretraining Span Selection Ori Ram Yuval Kirstain Jonathan Berant Amir Globerson Omer Levy 36 97 0 02 Jan 2021
Exploring Fluent Query Reformulations with Text-to-Text Transformers and Reinforcement Learning Jerry Zikun Chen S. Yu Haoran Wang 187 5 0 18 Dec 2020
Semantics Altering Modifications for Evaluating Comprehension in Machine Reading Viktor Schlegel Goran Nenadic R. Batista-Navarro 19 18 0 07 Dec 2020
Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning Jon Ander Campos Kyunghyun Cho Arantxa Otegi Aitor Soroa Etxabe Gorka Azkune Eneko Agirre 12 6 0 01 Nov 2020
AQuaMuSe: Automatically Generating Datasets for Query-Based Multi-Document Summarization Sayali Kulkarni Sheide Chammas Wan Zhu Fei Sha Eugene Ie RALM 64 52 0 23 Oct 2020
Answering Open-Domain Questions of Varying Reasoning Steps from Text Peng Qi Haejun Lee OghenetegiriTGSido Christopher D. Manning KELM RALM LRM 191 55 0 23 Oct 2020
SRLGRN: Semantic Role Labeling Graph Reasoning Network Chen Zheng Parisa Kordjamshidi 9 22 0 07 Oct 2020
Inquisitive Question Generation for High Level Text Comprehension Wei-Jen Ko Tengyang Chen Yiyan Huang Greg Durrett Junyi Jessy Li 18 48 0 04 Oct 2020
LiveQA: A Question Answering Dataset over Sports Live Qianying Liu Sicong Jiang Yizhong Wang Sujian Li 6 14 0 01 Oct 2020
Joint Spatio-Textual Reasoning for Answering Tourism Questions Danish Contractor Shashank Goel Mausam Parag Singla LRM 8 18 0 28 Sep 2020
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams Di Jin Eileen Pan Nassim Oufattole W. Weng Hanyi Fang Peter Szolovits FaML ELM LM&MA 31 706 0 28 Sep 2020
Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data Jonathan Pilault Amine Elhattami C. Pal CLL MoE 30 89 0 19 Sep 2020
Multi-span Style Extraction for Generative Reading Comprehension Junjie Yang Zhuosheng Zhang Hai Zhao SyDa 19 14 0 15 Sep 2020
Composing Answer from Multi-spans for Reading Comprehension Zhuosheng Zhang Yiqing Zhang Hai Zhao Xi Zhou Xiang Zhou RALM 12 4 0 14 Sep 2020
Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding Shuohang Wang Luowei Zhou Zhe Gan Yen-Chun Chen Yuwei Fang S. Sun Yu Cheng Jingjing Liu 43 28 0 13 Sep 2020
Towards an Atlas of Cultural Commonsense for Machine Reasoning Anurag Acharya Kartik Talamadupula Mark A. Finlayson LRM 12 31 0 11 Sep 2020
Multi-Hop Fact Checking of Political Claims W. Ostrowski Arnav Arora Pepa Atanasova Isabelle Augenstein LRM 27 38 0 10 Sep 2020
Knowledge Efficient Deep Learning for Natural Language Processing Hai Wang 12 2 0 28 Aug 2020
Fine-Grained Relevance Annotations for Multi-Task Document Ranking and Question Answering Sebastian Hofstatter Markus Zlabinger Mete Sertkan M. Schröder Allan Hanbury RALM 13 12 0 12 Aug 2020
App-Aware Response Synthesis for User Reviews Umar Farooq A. B. Siddique Fuad Jamour Zhijia Zhao Vagelis Hristidis AAML 17 13 0 31 Jul 2020
Less is More: Rejecting Unreliable Reviews for Product Question Answering Shiwei Zhang Xiuzhen Zhang Jey Han Lau Jeffrey Chan Cécile Paris 38 11 0 09 Jul 2020
Measuring Robustness to Natural Distribution Shifts in Image Classification Rohan Taori Achal Dave Vaishaal Shankar Nicholas Carlini Benjamin Recht Ludwig Schmidt OOD 27 533 0 01 Jul 2020
ReCO: A Large Scale Chinese Reading Comprehension Dataset on Opinion Bingning Wang Ting Yao Qi Zhang Jingfang Xu Xiaochuan Wang RALM 20 21 0 22 Jun 2020
A Survey on Machine Reading Comprehension: Tasks, Evaluation Metrics and Benchmark Datasets Chengchang Zeng Shaobo Li Qin Li Jie Hu Jianjun Hu 8 101 0 21 Jun 2020
Selective Question Answering under Domain Shift Amita Kamath Robin Jia Percy Liang OOD 19 206 0 16 Jun 2020
Knowledge-Aided Open-Domain Question Answering Mantong Zhou Zhouxing Shi Minlie Huang Xiaoyan Zhu RALM 13 14 0 09 Jun 2020
Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and models Viktor Schlegel Goran Nenadic R. Batista-Navarro ELM 33 18 0 29 May 2020
Open-Retrieval Conversational Question Answering Chen Qu Liu Yang Cen Chen Minghui Qiu W. Bruce Croft Mohit Iyyer RALM 13 170 0 22 May 2020
BIOMRC: A Dataset for Biomedical Machine Reading Comprehension Petros Stavropoulos Dimitris Pappas Ion Androutsopoulos Ryan T. McDonald 21 50 0 13 May 2020
Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond Zhuosheng Zhang Hai Zhao Rui Wang 18 62 0 13 May 2020
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models Mandy Guo Yinfei Yang Daniel Cer Qinlan Shen Noah Constant LRM 41 46 0 05 May 2020
Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting Sheng-Chieh Lin Jheng-Hong Yang Rodrigo Nogueira Ming-Feng Tsai Chuan-Ju Wang Jimmy J. Lin 27 24 0 05 May 2020
Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering Hao Cheng Ming-Wei Chang Kenton Lee Kristina Toutanova 32 22 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 13 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
DoQA -- Accessing Domain-Specific FAQs via Conversational QA Jon Ander Campos Arantxa Otegi Aitor Soroa Etxabe Jan Deriu Mark Cieliebak Eneko Agirre 6 65 0 04 May 2020
The Effect of Natural Distribution Shift on Question Answering Models John Miller K. Krauth Benjamin Recht Ludwig Schmidt OOD 23 143 0 29 Apr 2020
Semantics-Aware Inferential Network for Natural Language Understanding Shuailiang Zhang Hai Zhao Junru Zhou LRM 21 4 0 28 Apr 2020
MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization Canwen Xu Jiaxin Pei Hongtao Wu Yiyu Liu Chenliang Li MLLM VLM 25 14 0 26 Apr 2020
Contextualized Representations Using Textual Encyclopedic Knowledge Mandar Joshi Kenton Lee Yi Luan Kristina Toutanova 31 30 0 24 Apr 2020
AmbigQA: Answering Ambiguous Open-domain Questions Sewon Min Julian Michael Hannaneh Hajishirzi Luke Zettlemoyer 52 296 0 22 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 Wei Wang 38 293 0 15 Apr 2020
Coreferential Reasoning Learning for Language Representation Deming Ye Yankai Lin Jiaju Du Zhenghao Liu Peng Li Maosong Sun Zhiyuan Liu 34 177 0 15 Apr 2020
Towards Automatic Generation of Questions from Long Answers Shlok Kumar Mishra Pranav Goel Abhishek Sharma Abhyuday N. Jagannatha David Jacobs Hal Daumé 28 8 0 10 Apr 2020
Benchmarking Machine Reading Comprehension: A Psychological Perspective Saku Sugawara Pontus Stenetorp Akiko Aizawa 16 2 0 04 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 61 592 0 10 Mar 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
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters Ruize Wang Duyu Tang Nan Duan Zhongyu Wei Xuanjing Huang Jianshu Ji Guihong Cao Daxin Jiang Ming Zhou KELM 22 545 0 05 Feb 2020