Identifying Candidate Risk Factors for Prescription Drug Side Effects using Causal Contrast Set Mining

no code implementations • 20 Jul 2016 • Jenna Reps, Zhaoyang Guo, Haoyue Zhu, Uwe Aickelin

Big longitudinal observational databases present the opportunity to extract new knowledge in a cost effective manner.

Causal Inference

A Proposition-Based Abstractive Summariser

no code implementations • COLING 2016 • Yimai Fang, Haoyue Zhu, Ewa Muszy{\'n}ska, Alex Kuhnle, er, Simone Teufel

It is a further development of an existing summariser that has an incremental, proposition-based content selection process but lacks a natural language (NL) generator for the final output.

Language Modelling Sentence +1

Quantity over Quality: Training an AV Motion Planner with Large Scale Commodity Vision Data

no code implementations • 3 Mar 2022 • Lukas Platinsky, Tayyab Naseer, Hui Chen, Ben Haines, Haoyue Zhu, Hugo Grimmett, Luca Del Pero

This motivates the use of commodity sensors like cameras for data collection, which are an order of magnitude cheaper than HD sensor suites, but offer lower fidelity.

Motion Planning