← Authors

Ikuya Yamada

19 papers · 2016–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (40) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (9) 🧭 Keyword Pioneer 🧬 Topic Evolution πŸ† Keyword Champion (6) πŸ—ƒοΈ Keyword Collector (95) πŸ“ˆ Trend Setter πŸ’Ž Century Club (19) πŸ”₯ Unstoppable (7) ⚑ Prolific Year (7)

Conferences

EMNLP (5) CONLL (4) ACL (3) NAACL (3) IJCNLP (2) COLING (1) EACL (1)

Top co-authors

Hiroyuki Shindo (8) Akari Asai (5) Yuji Matsumoto (4) Yoshimasa Tsuruoka (4) Ryokan Ri (4) Isao Echizen (3) Hideaki Takeda (3) Sosuke Nishikawa (3) Yoshiyasu Takefuji (3) Hannaneh Hajishirzi (2)

Keywords

entity embedding (6) named entity recognition (5) text classification (4) cross-lingual transfer (3) knowledge base (3) question answering (3) entity representation (2) topic classification (2) zero-shot cross-lingual (2) multilingual nlp (2) zero-shot learning (2) neural retrieval (2) entity linking (2) knowledge transfer (2) word embedding (2) entity disambiguation (2) entity alignment (2) entity typing (2) passage retrieval (2) multilingual bag-of-entities (2)

Papers

Dynamic Injection of Entity Knowledge into Dense Retrievers EMNLP 2025
LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation ACL 2024
Arukikata Travelogue Dataset with Geographic Entity Mention, Coreference, and Link Annotation EACL 2024
EASE: Entity-Aware Contrastive Learning of Sentence Embedding NAACL 2022
Global Entity Disambiguation with BERT NAACL 2022
A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification CONLL 2022
Entity Embedding Completion for Wide-Coverage Entity Disambiguation EMNLP 2022
A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification EMNLP 2022
mLUKE: The Power of Entity Representations in Multilingual Pretrained Language Models ACL 2022
MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages NAACL 2022
Efficient Passage Retrieval with Hashing for Open-domain Question Answering ACL 2021
Efficient Passage Retrieval with Hashing for Open-domain Question Answering IJCNLP 2021
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention EMNLP 2020
Wikipedia2Vec: An Efficient Toolkit for Learning and Visualizing the Embeddings of Words and Entities from Wikipedia EMNLP 2020
Neural Attentive Bag-of-Entities Model for Text Classification CONLL 2019
Representation Learning of Entities and Documents from Knowledge Base Descriptions COLING 2018
Named Entity Disambiguation for Noisy Text CONLL 2017
Segment-Level Neural Conditional Random Fields for Named Entity Recognition IJCNLP 2017
Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation CONLL 2016