Tomoya Iwakura
13 papers · 2008–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (17) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (12)
🏃
Academic Marathon
(17)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(12)
🧬
Topic Evolution
🔥
Unstoppable
(5)
💎
Century Club
(13)
🚀
Conference Pioneer
Conferences
CONLL (3)
ACL (2)
COLING (2)
EMNLP (2)
IJCNLP (2)
AACL (1)
EACL (1)
Top co-authors
Keywords
multi-task learning
(4)
named entity recognition
(4)
transfer learning
(3)
text classification
(2)
chemical compound
(2)
chemical ner
(2)
multimodal learning
(2)
document classification
(1)
global optimization
(1)
knowledge extraction
(1)
paraphrase generation
(1)
multi-class classification
(1)
biomedical text
(1)
long short-term memory
(1)
bert model
(1)
context window
(1)
pre-trained language model
(1)
attention head
(1)
mechanistic interpretability
(1)
text summarization
(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
Multi-Task Learning for Chemical Named Entity Recognition with Chemical Compound Paraphrasing
IJCNLP 2019
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