Scholar
Kosuke Yamada
Google Scholar ID: x6rA_7wAAAAJ
Cyberagent Inc.
Citations & Impact
Citations
129
H-index
7
i10-index
5
Publications
20
Co-authors
7
list available
Publications
Resume (English only)
Academic Achievements
- Books:
- - Introduction to Large-Scale Language Models II: Implementation and Evaluation of Generative LLMs
- - Introduction to Large-Scale Language Models
- Journal Papers:
- - Automatic Acquisition of Frame Element Knowledge in Semantic Frame Construction Using Deep Metric Learning
- - Estimating Verb Semantic Frames Using Deep Metric Learning
- - Estimating Verb Semantic Frames Using Masked Word Embeddings and Two-Step Clustering
- International Conference Papers:
- - Transformer-based Live Update Generation for Soccer Matches from Tweets
- - Building a Buzzer-quiz Answering System
- - Acquiring Frame Element Knowledge with Deep Metric Learning for Semantic Frame Induction
- - Semantic Frame Induction with Deep Metric Learning
- - Transformer-based Lexically Constrained Headline Generation
- - Verb Sense Clustering using Contextualized Word Representations for Semantic Frame Induction
- - Semantic Frame Induction using Masked Word Embeddings and Two-Step Clustering
- - Verifying the Usefulness of Contextualized Word Embeddings for Automatic Acquisition of Frame Knowledge
- - Sequential Span Classification with Neural Semi-Markov CRFs for Biomedical Abstracts
- - Incorporating Textual Information on User Behavior for Personality Prediction
- Domestic Conference Papers:
- - Generating Sports Updates from Twitter using T5 Language Model
- - Acquiring Frame Element Knowledge in Semantic Frame Construction Using Deep Metric Learning
- - Building a Buzzer-quiz Answering System and Estimating Accuracy at Each Time Point
- - Estimating Japanese Verb Semantic Frames Using Deep Metric Learning
- - Structural Analysis of Biomedical Abstracts Using Neural Semi-Markov CRFs
- - Personality Prediction Using Similar Behavioral Patterns in SNS
Research Experience
- 2023/9~2023/11 Visiting Research Student, Natural Language Processing Research Group, Department of Computer Science, University of Liverpool, UK
Education
- 2021/4~2024/3 Doctor of Informatics, Graduate School of Information Science, Nagoya University, Advisors: Ryohei Sasano, Koichi Takeda
- 2019/4~2021/3 Master of Informatics, Graduate School of Information Science, Nagoya University, Advisors: Ryohei Sasano, Koichi Takeda
- 2015/4~2019/3 Bachelor of Engineering, Department of Electrical, Electronic and Information Engineering, Nagoya University
Background
- Research Interests: Natural Language Processing (Frame Semantics, Text Embedding)
- Field: Artificial Intelligence
- Introduction: Research Scientist at CyberAgent AI Lab; Collaborative Researcher at the Graduate School of Information Science, Nagoya University
Miscellany
- Other Activities:
- - 19th YANS Symposium: Unsupervised Conditional Text Embedding Acquisition
- - AI Robot Driven Science Symposium 2023
