Projects
Embark on a journey of linguistic innovation with the High Performance Language Technologies (HPLT) Project. At the forefront of language and translation modeling, HPLT is dedicated to building the largest collection of free and reproducible model...
Revolutionizing mental health with pretrained language models, unraveling the potential of MentalBERT, MentalRoBERTa, MentalXLNet, and MentalLongformer, and navigating the landscape of large language models.
This project is my doctoral dissertation. It explores advanced techniques in deep learning for natural language processing, specifically focusing on improving clinical text encoding for intelligent medical information systems, multitask learning i...
Medical code assignment aims to predict medical codes from clinical notes. It is an essential task in medical information system management. This project conduct a series of studies on deep learning-based automatic coding methods.
In the digital age, detecting signs of suicidal intention from online posts is a crucial endeavor. Leveraging text feature processing and supervised learning methods, this project involves extracting meaningful insights from user-generated content...
Federated learning, a novel distributed learning paradigm, separates data collection and model training using multi-party computation and model aggregation. With the rapid advancement of deep neural networks, this approach has evolved into federat...
Building an interactive mining system to detect cyberbullying on social networks that have a large number of participants and a variety of inputs, including conversation texts, time-variant changes and user profiles.