Ikuya Yamada

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Hiroyuki ShindoNAISTVerified email at is.naist.jp
Hideaki TakedaNational Institute of InformaticsVerified email at nii.ac.jp
Yoshiyasu Takefujimusashino universityVerified email at keio.jp
Akari AsaiUniversity of WashingtonVerified email at cs.washington.edu
Yuji MatsumotoTeam Leader, RIKEN Center for Advanced Intelligence ProjectVerified email at is.naist.jp
Phuc NguyenNational Institute of InformaticsVerified email at nii.ac.jp
Yoshimasa TsuruokaThe University of TokyoVerified email at logos.t.u-tokyo.ac.jp
Ryokan RiSB IntuitionsVerified email at sbintuitions.co.jp
Jin SakumaUniversity of TokyoVerified email at tkl.iis.u-tokyo.ac.jp
Koki WashioThe University of TokyoVerified email at is.s.u-tokyo.ac.jp
Shi FengThe George Washington UniversityVerified email at gwu.edu
Pedro RodriguezResearch Scientist, FacebookVerified email at fb.com
Eric WallaceUC BerkeleyVerified email at berkeley.edu
Jordan Boyd-GraberFull Professor, University of MarylandVerified email at umiacs.umd.edu
Sosuke NishikawaLY CorporationVerified email at lycorp.co.jp
Omer LevyGoogle DeepMindVerified email at google.com
Shaul MarkovitchProfessor of Computer Science, Technion - Israel Institute of TechnologyVerified email at cs.technion.ac.il
Kira RadinskyTechnionVerified email at cs.technion.ac.il
Isao EchizenNational Institute of Informatics / University of Tokyo / SOKENDAIVerified email at nii.ac.jp
Motoki SatoPreferred Networks, Inc.Verified email at preferred.jp

Ikuya Yamada

Studio Ousia, RIKEN

Verified email at ousia.jp - Homepage

Natural Language Processing Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention I Yamada, A Asai, H Shindo, H Takeda, Y Matsumoto EMNLP, 2020	811	2020
Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation I Yamada, H Shindo, H Takeda, Y Takefuji CoNLL, 2016	418	2016
Wikipedia2Vec: An Efficient Toolkit for Learning and Visualizing the Embeddings of Words and Entities from Wikipedia I Yamada, A Asai, J Sakuma, H Shindo, H Takeda, Y Takefuji, ... EMNLP (demonstration), 2020	303*	2020
Trick me if you can: Human-in-the-loop generation of adversarial examples for question answering E Wallace, P Rodriguez, S Feng, I Yamada, J Boyd-Graber TACL 7, 387-401, 2019	183	2019
Named Entity Disambiguation for Noisy Text Y Eshel, N Cohen, K Radinsky, S Markovitch, I Yamada, O Levy CoNLL, 2017	112	2017
Learning Distributed Representations of Texts and Entities from Knowledge Base I Yamada, H Shindo, H Takeda, Y Takefuji TACL, 2017	105	2017
Global Entity Disambiguation with BERT I Yamada, K Washio, H Shindo, Y Matsumoto NAACL, 2021	98*	2021
Efficient Passage Retrieval with Hashing for Open-domain Question Answering I Yamada, A Asai, H Hajishirzi ACL, 2021	93	2021
Neurips 2020 efficientqa competition: Systems, analyses and lessons learned S Min, J Boyd-Graber, C Alberti, D Chen, E Choi, M Collins, K Guu, ... NeurIPS 2020 Competition and Demonstration Track, 86-111, 2021	80	2021
Enhancing Named Entity Recognition in Twitter Messages Using Entity Linking I Yamada, H Takeda, Y Takefuji Noisy User-generated Text, 136-140, 2015	63	2015
mLUKE: The Power of Entity Representations in Multilingual Pretrained Language Models R Ri, I Yamada, Y Tsuruoka ACL, 2021	50	2021
SemTab 2021: Tabular Data Annotation with MTab Tool. P Nguyen, I Yamada, N Kertkeidkachorn, R Ichise, H Takeda SemTab@ ISWC, 92-101, 2021	46	2021
MTab4Wikidata at SemTab 2020: Tabular Data Annotation with Wikidata. P Nguyen, I Yamada, N Kertkeidkachorn, R Ichise, H Takeda SemTab@ ISWC 2775, 86-95, 2020	40	2020
Segment-level neural conditional random fields for named entity recognition M Sano, H Shindo, I Yamada, Y Matsumoto IJCNLP, 97-102, 2017	38	2017
Neural Attentive Bag-of-Entities Model for Text Classification I Yamada, H Shindo CoNLL, 2019	37	2019
EASE: Entity-Aware Contrastive Learning of Sentence Embedding S Nishikawa, R Ri, I Yamada, Y Tsuruoka, I Echizen NAACL, 2022	34	2022
An End-to-End Entity Linking Approach for Tweets I Yamada, H Takeda, Y Takefuji NEEL Challenge, 2015	24	2015
Representation Learning of Entities and Documents from Knowledge Base Descriptions I Yamada, H Shindo, Y Takefuji COLING, 2018	20	2018
Studio Ousia’s Quiz Bowl Question Answering System I Yamada, R Tamaki, H Shindo, Y Takefuji First NIPS ’17 Competition, The Springer Series on Challenges in Machine …, 2018	20	2018
Evaluating the Helpfulness of Linked Entities to Readers I Yamada, T Ito, S Usami, S Takagi, H Takeda, Y Takefuji ACM Conference on Hypertext and Social Media (HT), 169-178, 2014	13	2014

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