5 papers
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…
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…
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…