Tian Shi

Attention-based aspect reasoning for knowledge base question answering on clinical notes

2022

Question Answering (QA) in clinical notes has gained a lot of attention in the past few years. Existing machine reading comprehension approaches in clinical domain can only handle questions about a single block of clinical …

Natural Language Querying on Domain-Specific NoSQL Database with Large Language Models

2024

Efficiently and accurately retrieving specific information from healthcare datasets, such as the Vaccine Adverse Event Reporting System (VAERS)1, presents significant challenges. A promising solution to this problem is the Text-to-ESQ approach, which is akin to …

Deep Reinforcement Learning for Sequence-to-Sequence Models

2019 · IEEE Transactions on Neural Networks and Learning Systems

In recent times, sequence-to-sequence (seq2seq) models have gained a lot of popularity and provide state-of-the-art performance in a wide variety of tasks, such as machine translation, headline generation, text summarization, speech-to-text conversion, and image caption …