SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval

28 September 2020

Papers citing "SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval"

40 / 40 papers shown

Title
Wrong Answers Can Also Be Useful: PlausibleQA -- A Large-Scale QA Dataset with Answer Plausibility Scores Jamshid Mozafari Abdelrahman Abdallah Bhawna Piryani Adam Jatowt 74 0 0 22 Feb 2025
ACORD: An Expert-Annotated Retrieval Dataset for Legal Contract Drafting Steven H. Wang Maksim Zubkov Kexin Fan Sarah Harrell Yuyang Sun Wei Chen Andreas Plesner Roger Wattenhofer AILaw 92 2 0 11 Jan 2025
Revisiting Pre-Trained Models for Chinese Natural Language Processing Yiming Cui Wanxiang Che Ting Liu Bing Qin Shijin Wang Guoping Hu 65 697 0 29 Apr 2020
Dense Passage Retrieval for Open-Domain Question Answering Vladimir Karpukhin Barlas Oğuz Sewon Min Patrick Lewis Ledell Yu Wu Sergey Edunov Danqi Chen Wen-tau Yih RALM 154 3,739 0 10 Apr 2020
Differentiable Reasoning over a Virtual Knowledge Base Bhuwan Dhingra Manzil Zaheer Vidhisha Balachandran Graham Neubig Ruslan Salakhutdinov William W. Cohen 39 89 0 25 Feb 2020
Pre-training Tasks for Embedding-based Large-scale Retrieval Wei-Cheng Chang Felix X. Yu Yin-Wen Chang Yiming Yang Sanjiv Kumar RALM 56 306 0 10 Feb 2020
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering Akari Asai Kazuma Hashimoto Hannaneh Hajishirzi R. Socher Caiming Xiong RALM KELM LRM 90 288 0 24 Nov 2019
ConveRT: Efficient and Accurate Conversational Representations from Transformers Matthew Henderson I. Casanueva Nikola Mrkvsić Pei-hao Su Tsung-Hsien Ivan Vulić 73 197 0 09 Nov 2019
Contextualized Sparse Representations for Real-Time Open-Domain Question Answering Jinhyuk Lee Minjoon Seo Hannaneh Hajishirzi Jaewoo Kang RALM LRM 44 31 0 07 Nov 2019
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension Adam Fisch Alon Talmor Robin Jia Minjoon Seo Eunsol Choi Danqi Chen 61 306 0 22 Oct 2019
A Discrete Hard EM Approach for Weakly Supervised Question Answering Sewon Min Danqi Chen Hannaneh Hajishirzi Luke Zettlemoyer 55 162 0 11 Sep 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 58 244 0 22 Aug 2019
SpanBERT: Improving Pre-training by Representing and Predicting Spans Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy 128 1,962 0 24 Jul 2019
ReQA: An Evaluation for End-to-End Answer Retrieval Models Amin Ahmad Noah Constant Yinfei Yang Daniel Cer RALM 39 54 0 10 Jul 2019
Multilingual Universal Sentence Encoder for Semantic Retrieval Yinfei Yang Daniel Cer Amin Ahmad Mandy Guo Jax Law ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 3DV 64 477 0 09 Jul 2019
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index Minjoon Seo Jinhyuk Lee Tom Kwiatkowski Ankur P. Parikh Ali Farhadi Hannaneh Hajishirzi RALM 50 156 0 13 Jun 2019
Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension Minghao Hu Yuxing Peng Zhen Huang Dongsheng Li RALM 47 59 0 11 Jun 2019
Latent Retrieval for Weakly Supervised Open Domain Question Answering Kenton Lee Ming-Wei Chang Kristina Toutanova RALM 92 1,010 0 01 Jun 2019
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs Dheeru Dua Yizhong Wang Pradeep Dasigi Gabriel Stanovsky Sameer Singh Matt Gardner AIMat 89 946 0 01 Mar 2019
End-to-End Open-Domain Question Answering with BERTserini Wei Yang Yuqing Xie Aileen Lin Xingyu Li Luchen Tan Kun Xiong Ming Li Jimmy J. Lin RALM 100 495 0 05 Feb 2019
Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model Muthuraman Chidambaram Yinfei Yang Daniel Cer Steve Yuan Yun-hsuan Sung B. Strope R. Kurzweil SSL 51 124 0 30 Oct 2018
A Span-Extraction Dataset for Chinese Machine Reading Comprehension Yiming Cui Ting Liu Wanxiang Che Li Xiao Zhipeng Chen Wentao Ma Shijin Wang Guoping Hu 66 186 0 17 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.3K 94,511 0 11 Oct 2018
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering Jinhyuk Lee Seongjun Yun Hyunjae Kim Miyoung Ko Jaewoo Kang RALM 42 88 0 01 Oct 2018
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Zhilin Yang Peng Qi Saizheng Zhang Yoshua Bengio William W. Cohen Ruslan Salakhutdinov Christopher D. Manning RALM 145 2,635 0 25 Sep 2018
DRCD: a Chinese Machine Reading Comprehension Dataset C. Shao Trois Liu Yuting Lai Yiying Tseng Sam S. Tsai 58 128 0 04 Jun 2018
Efficient and Robust Question Answering from Minimal Context over Documents Sewon Min Victor Zhong R. Socher Caiming Xiong AAML 53 163 0 21 May 2018
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension Amrita Saha Rahul Aralikatte Mitesh M. Khapra Karthik Sankaranarayanan 67 197 0 21 Apr 2018
Simple and Effective Multi-Paragraph Reading Comprehension Christopher Clark Matt Gardner RALM 70 458 0 29 Oct 2017
End-to-End Neural Ad-hoc Ranking with Kernel Pooling Chenyan Xiong Zhuyun Dai Jamie Callan Zhiyuan Liu Russell Power 54 563 0 20 Jun 2017
Zero-Shot Relation Extraction via Reading Comprehension Omer Levy Minjoon Seo Eunsol Choi Luke Zettlemoyer ReLM 64 691 0 13 Jun 2017
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 195 2,636 0 09 May 2017
RACE: Large-scale ReAding Comprehension Dataset From Examinations Guokun Lai Qizhe Xie Hanxiao Liu Yiming Yang Eduard H. Hovy ELM 160 1,343 0 15 Apr 2017
PACRR: A Position-Aware Neural IR Model for Relevance Matching Kai Hui Andrew Yates K. Berberich Gerard de Melo 38 155 0 12 Apr 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 108 2,007 0 31 Mar 2017
NewsQA: A Machine Comprehension Dataset Adam Trischler Tong Wang Xingdi Yuan Justin Harris Alessandro Sordoni Philip Bachman Kaheer Suleman 82 893 0 29 Nov 2016
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 123 2,089 0 05 Nov 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 223 8,113 0 16 Jun 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.3K 149,842 0 22 Dec 2014
Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS) Anshumali Shrivastava Ping Li 114 471 0 22 May 2014