The papers gallery

This directory contains the papers that as reference for the project.

No	Title	Studio Lab	Kaggle	Colab	Description	Researcher
1	Text2SQL is Not Enough: Unifying AI and Databases with TAG				Answering natural language questions over databases	Bowen, Yuwei
2	LOTUS: Enabling Semantic Queries with LLMs Over Tables of Unstructured and Structured Data				Answering natural language questions over databases	Bowen, Yuwei

Medical

mimic-iv paper

No	Title	Studio Lab	Kaggle	Colab	Description	Researcher
1	MIMIC-Extract: A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III					Bowen, Yuwei
2	Democratizing EHR analyses with FIDDLE: a flexible data- driven preprocessing pipeline for structured clinical data					Bowen, Yuwei
3	An Extensive Data Processing Pipeline for MIMIC-IV				Basic structure of data extract pipeline	Bowen, Yuwei
4	Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events					Bowen, Yuwei
5	INTERPOLATION-PREDICTION NETWORKS FOR IRREGULARLY SAMPLED TIME SERIES					Bowen, Yuwei
6	MULTI-TIME ATTENTION NETWORKS FOR IRREGULARLY SAMPLED TIME SERIES					Bowen, Yuwei
7	Heteroscedastic Temporal Variational Autoencoder For Irregularly Sampled Time Series					Bowen, Yuwei
8	Multitask learning and benchmarking with clinical time series data					Bowen, Yuwei
9	Using Clinical Notes with Time Series Data for ICU Management					Bowen, Yuwei
10	Predicting in-hospital mortality by combining clinical notes with time-series data					Bowen, Yuwei

mimic-iv datasets

No	Title	List on Kaggle	Huggingface	Description	Researcher
1	Raw MIMIC-IV v1.0			Private	Yuwei
2	Raw MIMIC-IV v2.0			Public	Yuwei
3	Raw MIMIC-IV v2.0			Public	Yuwei

Security

Machine unlearning

No	Title	Studio Lab	Kaggle	Colab	Description	Researcher
1	Machine Unlearning				A mechanism that user can remove harmful data from llm in real time	Arjuna
2	Does Refusal Training in LLMs Generalize to the Past Tense?				LLM attack	Tyson

References

• https://huggingface.co/datasets/huggingface/badges/blob/main/README.md?code=true
• https://github.com/Aisuko/generative-ai