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Are Prompt-based Models Clueless?


May 20, 2022
Pride Kavumba , Ryo Takahashi , Yusuke Oda


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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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