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Designing a Minimal Retrieve-and-Read System for Open-Domain Question Answering


Apr 15, 2021
Sohee Yang, Minjoon Seo

* NAACL 2021 

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NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned


Jan 01, 2021
Sewon Min, Jordan Boyd-Graber, Chris Alberti, Danqi Chen, Eunsol Choi, Michael Collins, Kelvin Guu, Hannaneh Hajishirzi, Kenton Lee, Jennimaria Palomaki, Colin Raffel, Adam Roberts, Tom Kwiatkowski, Patrick Lewis, Yuxiang Wu, Heinrich Küttler, Linqing Liu, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel, Sohee Yang, Minjoon Seo, Gautier Izacard, Fabio Petroni, Lucas Hosseini, Nicola De Cao, Edouard Grave, Ikuya Yamada, Sonse Shimaoka, Masatoshi Suzuki, Shumpei Miyawaki, Shun Sato, Ryo Takahashi, Jun Suzuki, Martin Fajcik, Martin Docekal, Karel Ondrej, Pavel Smrz, Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao, Barlas Oguz, Xilun Chen, Vladimir Karpukhin, Stan Peshterliev, Dmytro Okhonko, Michael Schlichtkrull, Sonal Gupta, Yashar Mehdad, Wen-tau Yih

* 26 pages 

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Is Retriever Merely an Approximator of Reader?


Oct 21, 2020
Sohee Yang, Minjoon Seo


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Syntactic Question Abstraction and Retrieval for Data-Scarce Semantic Parsing


May 01, 2020
Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Minjoon Seo

* Accepted to AKBC 2020 (conference paper) 

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Spatial Dependency Parsing for 2D Document Understanding


May 01, 2020
Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Sohee Yang, Minjoon Seo


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Contextualized Sparse Representation with Rectified N-Gram Attention for Open-Domain Question Answering


Nov 07, 2019
Jinhyuk Lee, Minjoon Seo, Hannaneh Hajishirzi, Jaewoo Kang

* 10 pages 

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MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension


Oct 22, 2019
Adam Fisch, Alon Talmor, Robin Jia, Minjoon Seo, Eunsol Choi, Danqi Chen

* EMNLP 2019 Workshop on Machine Reading for Question Answering 

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Mixture Content Selection for Diverse Sequence Generation


Sep 04, 2019
Jaemin Cho, Minjoon Seo, Hannaneh Hajishirzi

* EMNLP-IJCNLP 2019; Code is available at https://github.com/clovaai/FocusSeq2Seq 

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Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index


Jun 14, 2019
Minjoon Seo, Jinhyuk Lee, Tom Kwiatkowski, Ankur P. Parikh, Ali Farhadi, Hannaneh Hajishirzi

* ACL 2019; Code & demo available at https://nlp.cs.washington.edu/denspi/ ; Added comparison to Weaver (Raison et al., 2018) 

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A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization


Feb 04, 2019
Wonseok Hwang, Jinyeung Yim, Seunghyun Park, Minjoon Seo

* 9 pages, 3 figures 

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Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension


Sep 26, 2018
Minjoon Seo, Tom Kwiatkowski, Ankur P. Parikh, Ali Farhadi, Hannaneh Hajishirzi

* EMNLP 2018 short; 6 pages 

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Question Answering through Transfer Learning from Large Fine-grained Supervision Data


Jun 21, 2018
Sewon Min, Minjoon Seo, Hannaneh Hajishirzi

* Published as a conference paper at ACL 2017 (short paper). Code available at https://github.com/shmsw25/qa-transfer 

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Bidirectional Attention Flow for Machine Comprehension


Jun 21, 2018
Minjoon Seo, Aniruddha Kembhavi, Ali Farhadi, Hannaneh Hajishirzi

* Published as a conference paper at ICLR 2017 

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Neural Speed Reading via Skim-RNN


Mar 29, 2018
Minjoon Seo, Sewon Min, Ali Farhadi, Hannaneh Hajishirzi

* ICLR 2018 

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Zero-Shot Relation Extraction via Reading Comprehension


Jun 13, 2017
Omer Levy, Minjoon Seo, Eunsol Choi, Luke Zettlemoyer

* CoNLL 2017 

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Query-Reduction Networks for Question Answering


Feb 24, 2017
Minjoon Seo, Sewon Min, Ali Farhadi, Hannaneh Hajishirzi

* Published as a conference paper at ICLR 2017. Title of the paper has changed from "Query-Regression Networks for Machine Comprehension" 

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A Diagram Is Worth A Dozen Images


Mar 24, 2016
Aniruddha Kembhavi, Mike Salvato, Eric Kolve, Minjoon Seo, Hannaneh Hajishirzi, Ali Farhadi


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