Tomoya Iwakura
12 papers · 2008–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Silver
π§¬
Topic Evolution
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Conference Pioneer
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(7)
Machine Learning
(6)
Artificial Intelligence
(4)
Deep Learning
(3)
Core AI
(3)
Learning Types Β· Machine Learning
(3)
Understanding
(3)
Application Areas
(2)
Applications
(2)
Architectures
(2)
Core Methods
(2)
Generation
(2)
Learning Types Β· Deep Learning
(2)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Keywords
transfer learning
(3)
multi-task learning
(3)
named entity recognition
(3)
text classification
(2)
multimodal learning
(2)
mechanistic interpretability
(1)
multi-class classification
(1)
knowledge extraction
(1)
global optimization
(1)
model transfer
(1)
bert model
(1)
document classification
(1)
biomedical text
(1)
attention head
(1)
context window
(1)
pre-trained language model
(1)
text summarization
(1)
molecular representation
(1)
statistical analysis
(1)
image classification
(1)
Papers
Investigating Neurons and Heads in Transformer-based LLMs for Typographical Errors
EMNLP 2025
SubRegWeigh: Effective and Efficient Annotation Weighing with Subword Regularization
COLING 2025
Auxiliary Learning for Named Entity Recognition with Multiple Auxiliary Biomedical Training Data
ACL 2022
On the (In)Effectiveness of Images for Text Classification
EACL 2021
Transformer-based Approach for Predicting Chemical Compound Structures
AACL 2020
Global Optimization under Length Constraint for Neural Text Summarization
ACL 2019
Multi-Task Learning for Chemical Named Entity Recognition with Chemical Compound Paraphrasing
EMNLP 2019
Detecting Heavy Rain Disaster from Social and Physical Sensor
COLING 2018
Model Transfer with Explicit Knowledge of the Relation between Class Definitions
CoNLL 2018
A Boosted Semi-Markov Perceptron
CoNLL 2013
A Named Entity Recognition Method based on Decomposition and Concatenation of Word Chunks
IJCNLP 2011
A Fast Boosting-based Learner for Feature-Rich Tagging and Chunking
CoNLL 2008