Sarvnaz Karimi

ANU-CSIRO at MEDIQA 2019: Question Answering Using Deep Contextual Knowledge

2019

We report on our system for textual inference and question entailment in the medical domain for the ACL BioNLP 2019 Shared Task, MEDIQA. Textual inference is the task of finding the semantic relationships between pairs …

Measuring Similarity of Opinion-bearing Sentences

2021

For many NLP applications of online reviews, comparing two opinion-bearing sentences is the key. We argue that, while general purpose text similarity metrics have been applied for this purpose, there has been limited exploration of …

A Self-Learning Resource-Efficient Re-Ranking Method for Clinical Trials Search

2023

Complex search scenarios, such as those in biomedical settings, can be challenging. One such scenario is matching a patient's profile to relevant clinical trials. There are multiple criteria that should match for a document (clinical …