Publications
Books
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Introduction to Large Language Models II (in Japanese)
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Introduction to Large Language Models (in Japanese)
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Natural Language Processing with Deep Learning (in Japanese)
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Natural Language Processing (in Japanese)
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Introduction to Machine Learning Programming in Python (in Japanese)
Journal Articles
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Weakly supervised named entity recognition using thesaurus with hierarchical structure
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Trick me if you can: Human-in-the-loop generation of adversarial examples for question answering
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Linkify: Enhancing text reading experience by detecting and linking helpful entities to users
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Learning distributed representations of texts and entities from knowledge base
International Conference Papers
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Dynamic injection of entity knowledge into dense retrievers
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LEIA: Facilitating cross-lingual knowledge transfer in language models with entity-based data augmentation
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Arukikata travelogue dataset with geographic entity mention, coreference, and link annotation
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Entity embedding completion for wide-coverage entity disambiguation
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A multilingual bag-of-entities model for zero-shot cross-lingual text classification
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Global entity disambiguation with BERT
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EASE: Entity-aware contrastive learning of sentence embedding
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mLUKE: The power of entity representations in multilingual pretrained language models
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NeurIPS 2020 EfficientQA Competition: Systems, analyses and lessons learned
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Efficient passage retrieval with hashing for open-domain question answering
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LUKE: Deep contextualized entity representations with entity-aware self-attention
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Wikipedia2Vec: An efficient toolkit for learning and visualizing the embeddings of words and entities from Wikipedia
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Neural attentive bag-of-entities model for text classification
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Studio Ousia's quiz bowl question answering system
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Representation learning of entities and documents from knowledge base descriptions
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Segment-level neural conditional random fields for named entity recognition
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Named entity disambiguation for noisy text
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Joint learning of the embedding of words and entities for named entity disambiguation
International Workshop Papers
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MIA 2022 Shared Task: Evaluating cross-lingual open-retrieval question answering for 16 diverse languages
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SemTab 2021: Tabular data annotation with MTab tool
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Demonstration of MTab: Tabular data annotation with knowledge graphs
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Studio Ousia at the NTCIR-15 SHINRA2020-ML task
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MTab4Wikidata at SemTab 2020: Tabular data annotation with Wikidata
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Hierarchical contextualized representation models for answer type prediction
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Multi-task transfer learning for fine-grained named entity recognition
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Similarity matrix model for the NTCIR-12 MedNLPDoc task
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Enhancing named entity recognition in Twitter messages using entity linking
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An end-to-end entity linking approach for tweets