133 citations · 144 across the 8 of their papers we have counts for
9 papers
Improving the Evaluation of Biomedical Question Answering with Few Human Preference Signals
Shakila Mahjabin Tonni, Xiang Dai, Sarvnaz Karimi +3
Retrieval-Augmented Generation (RAG) systems are increasingly used for biomedical Question Answering (QA). However, evaluating their effectiveness remains challenging due to the la…
CSIRO-LT at SemEval-2025 Task 11: Adapting LLMs for Emotion Recognition for Multiple Languages
Jiyu Chen, Necva Bölücü, Sarvnaz Karimi +2
Detecting emotions across different languages is challenging due to the varied and culturally nuanced ways of emotional expressions. The \textit{Semeval 2025 Task 11: Bridging the…
Can AI Extract Antecedent Factors of Human Trust in AI? An Application of Information Extraction for Scientific Literature in Behavioural and Computer Sciences
Melanie McGrath, Harrison Bailey, Necva Bölücü +3
Information extraction from the scientific literature is one of the main techniques to transform unstructured knowledge hidden in the text into structured data which can then be us…
AskBeacon -- Performing genomic data exchange and analytics with natural language
Anuradha Wickramarachchi, Shakila Tonni, Sonali Majumdar +7
Enabling clinicians and researchers to directly interact with global genomic data resources by removing technological barriers is vital for medical genomics. AskBeacon enables Larg…
A Critical Look at Meta-evaluating Summarisation Evaluation Metrics
Xiang Dai, Sarvnaz Karimi, Biaoyan Fang
Effective summarisation evaluation metrics enable researchers and practitioners to compare different summarisation systems efficiently. Estimating the effectiveness of an automatic…
MultiADE: A Multi-domain Benchmark for Adverse Drug Event Extraction
Xiang Dai, Sarvnaz Karimi, Abeed Sarker +2
Active adverse event surveillance monitors Adverse Drug Events (ADE) from different data sources, such as electronic health records, medical literature, social media and search eng…
Identifying Health Risks from Family History: A Survey of Natural Language Processing Techniques
Xiang Dai, Sarvnaz Karimi, Nathan O'Callaghan
Electronic health records include information on patients' status and medical history, which could cover the history of diseases and disorders that could be hereditary. One importa…
Artificial intelligence adoption in the physical sciences, natural sciences, life sciences, social sciences and the arts and humanities: A bibliometric analysis of research publications from 1960-2021
Stefan Hajkowicz, Conrad Sanderson, Sarvnaz Karimi +2
Analysing historical patterns of artificial intelligence (AI) adoption can inform decisions about AI capability uplift, but research to date has provided a limited view of AI adopt…
Detecting Entities in the Astrophysics Literature: A Comparison of Word-based and Span-based Entity Recognition Methods
Xiang Dai, Sarvnaz Karimi
Information Extraction from scientific literature can be challenging due to the highly specialised nature of such text. We describe our entity recognition methods developed as part…