
Kotaro Funakoshi
Associate Professor @ Tokyo Institute of Technology
language model
dataset condensation
dataset distillation
graph neural network
meta learning
classification
continual learning
data-to-text
joint learning
contrastive learning
synthetic data
synthetic data generation
numerical reasoning
pre-trained model
table-to-text generation
10
presentations
17
number of views
SHORT BIO
K. Funakoshi received his Dr. Eng. degree from the Tokyo Institute of Technology, Japan and is currently an associate professor at the Institute of Innovation Research, Tokyo Institute of Technology. Formerly with Honda Research Institute Japan Co., Ltd., he has served as a program-specific associate professor with the Cooperative Intelligence Joint Chair at Kyoto University since 2017. His research interests include natural language processing, particularly computational linguistics, multi-modal dialogue systems, and human-machine interaction.
Presentations

LAMBDA: Large Language Model-Based Data Augmentation for Multi-Modal Machine Translation
Yusong WANG and 6 other authors

DiLM: Distilling Dataset into Language Model for Text-level Dataset Distillation
Aru Maekawa and 3 other authors

Extreme Fine-tuning: A Novel and Fast Fine-tuning Approach for text Classification
Boonnithi Jiaramaneepinit and 3 other authors

Joyful: Joint Modality Fusion and Graph Contrastive Learning for Multimoda Emotion Recognition
DONGYUAN LI and 3 other authors

Dataset Distillation with Attention Labels for Fine-tuning BERT
Aru Maekawa and 3 other authors

Generative Replay Inspired by Hippocampal Memory Indexing for Continual Language Learning
Aru Maekawa and 3 other authors

A-TIP: Attribute-aware Text Infilling via Pre-trained Language Model
DONGYUAN LI and 3 other authors

Joint Learning-based Heterogeneous Graph Attention Network for Timeline Summarization
Jingyi You and 4 other authors

Generating Repetitions with Appropriate Repeated Words
Toshiki Kawamoto and 3 other authors

Towards Table-to-Text Generation with Numerical Reasoning
Lya Hulliyyatus Suadaa and 4 other authors