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05/05/2023
NLI4CT: Multi-Evidence Natural Language Inference for Clinical Trial Reports
How can we interpret and retrieve medical evidence to support clinical d...
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05/04/2023
SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data
This paper describes the results of SemEval 2023 task 7 – Multi-Evidence...
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08/02/2022
Active entailment encoding for explanation tree construction using parsimonious generation of hard negatives
Entailment trees have been proposed to simulate the human reasoning proc...
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07/02/2022
Biologically-informed deep learning models for cancer: fundamental trends for encoding and interpreting oncology data
In this paper we provide a structured literature analysis focused on Dee...
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06/20/2022
Metareview-informed Explainable Cytokine Storm Detection during CAR-T cell Therapy
Cytokine release syndrome (CRS), also known as cytokine storm, is one of...
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04/11/2022
Assessing the communication gap between AI models and healthcare professionals: explainability, utility and trust in AI-driven clinical decision-making
This paper contributes with a pragmatic evaluation framework for explain...
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02/04/2022
Transformers and the representation of biomedical background knowledge
BioBERT and BioMegatron are Transformers models adapted for the biomedic...
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07/16/2021
Architectures of Meaning, A Systematic Corpus Analysis of NLP Systems
This paper proposes a novel statistical corpus analysis framework target...
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05/12/2021