Search Results for author: Donal Landers

Found 5 papers, 1 papers with code

SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data

no code implementations4 May 2023 Maël Jullien, Marco Valentino, Hannah Frost, Paul O'Regan, Donal Landers, André Freitas

This paper describes the results of SemEval 2023 task 7 -- Multi-Evidence Natural Language Inference for Clinical Trial Data (NLI4CT) -- consisting of 2 tasks, a Natural Language Inference (NLI) task, and an evidence selection task on clinical trial data.

Evidence Selection Natural Language Inference +1

Metareview-informed Explainable Cytokine Storm Detection during CAR-T cell Therapy

no code implementations20 Jun 2022 Alex Bogatu, Magdalena Wysocka, Oskar Wysocki, Holly Butterworth, Donal Landers, Elaine Kilgour, Andre Freitas

Cytokine release syndrome (CRS), also known as cytokine storm, is one of the most consequential adverse effects of chimeric antigen receptor therapies that have shown promising results in cancer treatment.

Architectures of Meaning, A Systematic Corpus Analysis of NLP Systems

no code implementations16 Jul 2021 Oskar Wysocki, Malina Florea, Donal Landers, Andre Freitas

This paper proposes a novel statistical corpus analysis framework targeted towards the interpretation of Natural Language Processing (NLP) architectural patterns at scale.

Encoding Explanatory Knowledge for Zero-shot Science Question Answering

no code implementations IWCS (ACL) 2021 Zili Zhou, Marco Valentino, Donal Landers, Andre Freitas

This paper describes N-XKT (Neural encoding based on eXplanatory Knowledge Transfer), a novel method for the automatic transfer of explanatory knowledge through neural encoding mechanisms.

Science Question Answering Transfer Learning

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