Search Results for author: Susanna Dodd

Found 4 papers, 2 papers with code

Detect and Classify – Joint Span Detection and Classification for Health Outcomes

1 code implementation EMNLP 2021 Micheal Abaho, Danushka Bollegala, Paula Williamson, Susanna Dodd

To address this, we propose a method that uses both word-level and sentence-level information to simultaneously perform outcome span detection and outcome type classification.

Classification Decision Making +1

Position-based Prompting for Health Outcome Generation

no code implementations BioNLP (ACL) 2022 Micheal Abaho, Danushka Bollegala, Paula Williamson, Susanna Dodd

Probing factual knowledge in Pre-trained Language Models (PLMs) using prompts has indirectly implied that language models (LMs) can be treated as knowledge bases.

Position

Assessment of contextualised representations in detecting outcome phrases in clinical trials

no code implementations13 Feb 2022 Micheal Abaho, Danushka Bollegala, Paula R Williamson, Susanna Dodd

We reach a consensus on which contextualized representations are best suited for detecting outcomes from clinical-trial abstracts.

Decision Making Specificity

Detect and Classify -- Joint Span Detection and Classification for Health Outcomes

1 code implementation15 Apr 2021 Michael Abaho, Danushka Bollegala, Paula Williamson, Susanna Dodd

To address this, we propose a method that uses both word-level and sentence-level information to simultaneously perform outcome span detection and outcome type classification.

Classification Decision Making +2

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