Papers by Akihiro Nakamura
A Comparison of Praising Skills in Face-to-Face and Remote Dialogues (2022.lrec-1)
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Toshiki Onishi, Asahi Ogushi, Yohei Tahara, Ryo Ishii, Atsushi Fukayama, Takao Nakamura, Akihiro Miyata
| Challenge: | praising behavior is considered to be an important method of communication in daily life and social activities. |
| Approach: | They develop corpuses for face-to-face and remote two-party dialogues with ratings of praising skills and evaluate praising skills. |
| Outcome: | The proposed corpus clarifies how to use verbal and nonverbal behaviors for praise. |
Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs (2022.coling-1)
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| Challenge: | Existing methods for pre-trained language models lack explicit grounding in real-world entities. |
| Approach: | They propose a mechanism that integrates the structure of a KG into recent PLM architectures by generalizing the embeddings of neighboring entities. |
| Outcome: | The proposed method improves a classification task, entity typing task and language comprehension tasks. |