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MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages


Jul 02, 2022
Akari Asai, Shayne Longpre, Jungo Kasai, Chia-Hsuan Lee, Rui Zhang, Junjie Hu, Ikuya Yamada, Jonathan H. Clark, Eunsol Choi

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* NAACL Workshop on Multilingual Information Access 

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EASE: Entity-Aware Contrastive Learning of Sentence Embedding


May 09, 2022
Sosuke Nishikawa, Ryokan Ri, Ikuya Yamada, Yoshimasa Tsuruoka, Isao Echizen

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* Accepted to NAACL 2022 

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mLUKE: The Power of Entity Representations in Multilingual Pretrained Language Models


Oct 15, 2021
Ryokan Ri, Ikuya Yamada, Yoshimasa Tsuruoka

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A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification


Oct 15, 2021
Sosuke Nishikawa, Ikuya Yamada, Yoshimasa Tsuruoka, Isao Echizen

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* 11 pages, 3 figures 

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Efficient Passage Retrieval with Hashing for Open-domain Question Answering


Jun 02, 2021
Ikuya Yamada, Akari Asai, Hannaneh Hajishirzi

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* ACL 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

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* 26 pages 

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LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention


Oct 02, 2020
Ikuya Yamada, Akari Asai, Hiroyuki Shindo, Hideaki Takeda, Yuji Matsumoto

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* EMNLP 2020 

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Neural Attentive Bag-of-Entities Model for Text Classification


Sep 10, 2019
Ikuya Yamada, Hiroyuki Shindo

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* Accepted to CoNLL 2019 

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Pre-training of Deep Contextualized Embeddings of Words and Entities for Named Entity Disambiguation


Sep 01, 2019
Ikuya Yamada, Hiroyuki Shindo

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