takumi0shibata
The University of Electro-Communications. ph.D student. Educational and psychological measurement, machine learning, and natural language processing.
Pinned Repositories
Adversarial-AES
AES-BERT
Analytic-AES-with-IRT
Analytic Automated Essay Scoring based on Deep Neural Networks Integrating Multidimensional Item Response Theory
Automated-Essay-Scoring-by-Llama2
Llama-2-7B fine-tuning script for automated essay scoring (AES) on the ASAP dataset. Utilizes Hugging Face Transformers, PEFT, LORA, 8-bit quantization, and supports various evaluation metrics. Integrates with Weights and Biases for experiment tracking.
DIW-AES
DVRL-AES
Data Valuation using Reinforcement Learning (DVRL) for Automated Essay Scoring
takumi0shibata's Repositories
takumi0shibata/Automated-Essay-Scoring-by-Llama2
Llama-2-7B fine-tuning script for automated essay scoring (AES) on the ASAP dataset. Utilizes Hugging Face Transformers, PEFT, LORA, 8-bit quantization, and supports various evaluation metrics. Integrates with Weights and Biases for experiment tracking.
takumi0shibata/Adversarial-AES
takumi0shibata/Analytic-AES-with-IRT
Analytic Automated Essay Scoring based on Deep Neural Networks Integrating Multidimensional Item Response Theory
takumi0shibata/AES-BERT
takumi0shibata/DIW-AES
takumi0shibata/DVRL-AES
Data Valuation using Reinforcement Learning (DVRL) for Automated Essay Scoring