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Two Training Strategies for Improving Relation Extraction over Universal Graph


Feb 12, 2021
Qin Dai, Naoya Inoue, Ryo Takahashi, Kentaro Inui


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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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An Empirical Study of Contextual Data Augmentation for Japanese Zero Anaphora Resolution


Nov 04, 2020
Ryuto Konno, Yuichiroh Matsubayashi, Shun Kiyono, Hiroki Ouchi, Ryo Takahashi, Kentaro Inui

* 13 pages, accepted by COLING 2020 

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Modeling Event Salience in Narratives via Barthes' Cardinal Functions


Nov 03, 2020
Takaki Otake, Sho Yokoi, Naoya Inoue, Ryo Takahashi, Tatsuki Kuribayashi, Kentaro Inui

* accepted to COLING 2020 

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Word Rotator's Distance: Decomposing Vectors Gives Better Representations


Apr 30, 2020
Sho Yokoi, Ryo Takahashi, Reina Akama, Jun Suzuki, Kentaro Inui


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Data Augmentation using Random Image Cropping and Patching for Deep CNNs


Nov 22, 2018
Ryo Takahashi, Takashi Matsubara, Kuniaki Uehara

* An extended version of a proceeding of ACML2018 

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Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder


May 24, 2018
Ryo Takahashi, Ran Tian, Kentaro Inui

* Equal contribution from first two authors. Accepted for publication in the ACL 2018 

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A Novel Weight-Shared Multi-Stage Network Architecture of CNNs for Scale Invariance


Mar 08, 2017
Ryo Takahashi, Takashi Matsubara, Kuniaki Uehara


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