Tomoya Iwakura

Computer Science · Physical Sciences

8h-index311citations58works0.02yr avg
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Research Topics

Topic Modeling(41), Natural Language Processing Techniques(40), Text and Document Classification Technologies(11), Biomedical Text Mining and Ontologies(9), Web Data Mining and Analysis(8)

Publications58 total

VLURes: Benchmarking VLM Visual and Linguistic Understanding in Low-Resource Languages
arXiv (Cornell University)·2025Open Access
Investigating Neurons and Heads in Transformer-based LLMs for Typographical Errors
arXiv (Cornell University)·2025Open Access
Investigating Neurons and Heads in Transformer-based LLMs for Typographical Errors
2025Open Access
SubRegWeigh: Effective and Efficient Annotation Weighing with Subword Regularization
arXiv (Cornell University)·2024Open Access
Constructing Multilingual Visual-Text Datasets Revealing Visual Multilingual Ability of Vision Language Models
arXiv (Cornell University)·2024Open Access
Roles and Challenges of Industry, Academia, and Government for Natural Language Processing in the Generative Artificial Intelligence Era: An NLP2024 Workshop
Journal of Natural Language Processing·2024Open Access
Tokenization Preference for Human and Machine Learning Model: An Annotation Study
arXiv (Cornell University)·2023Open Access
Downstream Task-Oriented Neural Tokenizer Optimization with Vocabulary Restriction as Post Processing
arXiv (Cornell University)·2023Open Access
Auxiliary Learning for Named Entity Recognition with Multiple Auxiliary Training Data
Journal of Natural Language Processing·2023Open Access
On the Effectiveness of Images in Multi-modal Text Classification: An Annotation Study
ACM Transactions on Asian and Low-Resource Language Information Processing·2022
Multi-Task Learning for Chemical Named Entity Recognition with Chemical Compound Paraphrasing
Journal of Natural Language Processing·2022· 1 citedOpen Access
Auxiliary Learning for Named Entity Recognition with Multiple Auxiliary Biomedical Training Data
2022· 4 citedOpen Access
On the (In)Effectiveness of Images for Text Classification
2021· 3 citedOpen Access
Relation Extraction using Multiple Pre-Training Models in Biomedical Domain
2021· 7 citedOpen Access
Learning Entity-Likeness with Multiple Approximate Matches for Biomedical NER
2021Open Access
Tell Me What You Read: Automatic Expertise-Based Annotator Assignment for Text Annotation in Expert Domains
2021Open Access
Improving Neural Language Processing with Named Entities
2021· 1 citedOpen Access
Natural Language Processing Application to the Chemical Domain
Journal of Natural Language Processing·2020· 2 citedOpen Access
A Vocabulary Costruction Method based on Difference between Source Document and Summary for Neural Summarization Model
Transactions of the Japanese Society for Artificial Intelligence·2020· 1 citedOpen Access
Contextual Subword Embeddingsを考慮した文書からの化合物名抽出実験
言語処理学会年次大会発表論文集(Web)·2020
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Frequent Co-authors

Takuya Makino(10), Seishi Okamoto(6), Hiyori Yoshikawa(6), Taiki Watanabe(5), Tatsuya Hiraoka(5), Chunpeng Ma(4), Kentaro Inui(3), Hiroya Takamura(3), Manabu Okumura(3), Akihiro Tamura(3), Takashi Ninomiya(3), Kanako Komiya(3), Tomoya Noro(3), Atsushi Fujita(2), Tetsuro Takahashi(2), Ryu Iida(2), Masaya Suzuki(2), Minoru Sasaki(2), Hiroyuki Shinnou(2), Kyoumoto Matsushita(2)