Ikuya Yamada
17 papers · 2016–2025 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (36) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π
Keyword Champion
(5)
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(83)
Top co-authors
Research topics
Natural Language Processing
(13)
Deep Learning
(11)
Applications
(9)
Machine Learning
(8)
Core Methods
(7)
Learning Types Β· Deep Learning
(7)
Resources & Methods
(7)
Artificial Intelligence
(6)
Architectures
(5)
Understanding
(5)
Core AI
(4)
Learning Types Β· Machine Learning
(3)
Computer Science
(2)
Knowledge & Reasoning
(2)
Application Areas
(2)
Keywords
entity embedding
(5)
named entity recognition
(4)
knowledge base
(3)
text classification
(3)
entity linking
(2)
cross-lingual transfer
(2)
question answering
(2)
entity disambiguation
(2)
entity alignment
(2)
passage retrieval
(2)
word embedding
(2)
entity representation
(2)
language model adaptation
(1)
sequence labeling
(1)
zero-shot learning
(1)
data augmentation
(1)
multilingual nlp
(1)
self-attention mechanism
(1)
masked language model
(1)
knowledge transfer
(1)
Papers
Dynamic Injection of Entity Knowledge into Dense Retrievers
EMNLP 2025
Arukikata Travelogue Dataset with Geographic Entity Mention, Coreference, and Link Annotation
EACL 2024
LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation
ACL 2024
A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification
CoNLL 2022
EASE: Entity-Aware Contrastive Learning of Sentence Embedding
NAACL 2022
Entity Embedding Completion for Wide-Coverage Entity Disambiguation
EMNLP 2022
Global Entity Disambiguation with BERT
NAACL 2022
MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages
NAACL 2022
mLUKE: The Power of Entity Representations in Multilingual Pretrained Language Models
ACL 2022
Efficient Passage Retrieval with Hashing for Open-domain Question Answering
ACL 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