Julia Ive
Imperial College London
H-index: 11
Europe-United Kingdom
Top articles of Julia Ive
Safe Training with Sensitive In-domain Data: Leveraging Data Fragmentation To Mitigate Linkage Attacks
arXiv preprint arXiv:2404.19486
2024/4/30
Julia Ive
H-Index: 5
Using Large Language Models (LLMs) to Extract Evidence from Pre-Annotated Social Media Data
2024/3
Julia Ive
H-Index: 5
Clinically meaningful timeline summarisation in social media for mental health monitoring
arXiv preprint arXiv:2401.16240
2024/1/29
Julia Ive
H-Index: 5
Maria Liakata
H-Index: 30
Systems and methods for generating a text report and simulating health care journey
2024/1/25
Source Code is a Graph, Not a Sequence: A Cross-Lingual Perspective on Code Clone Detection
arXiv preprint arXiv:2312.16488
2023/12/27
Julia Ive
H-Index: 5
Embracing the uncertainty in human–machine collaboration to support clinical decision-making for mental health conditions
Frontiers in Digital Health
2023/9/5
Julia Ive
H-Index: 5
Revisiting contextual toxicity detection in conversations
ACM Journal of Data and Information Quality
2022/12/28
Julia Ive
H-Index: 5
Controlled text generation using T5 based encoder-decoder soft prompt tuning and analysis of the utility of generated text in AI
arXiv preprint arXiv:2212.02924
2022/12/6
Julia Ive
H-Index: 5
Unsupervised numerical reasoning to extract phenotypes from clinical text by leveraging external knowledge
2022/11/29
Phenotyping in clinical text with unsupervised numerical reasoning for patient stratification
Experimental Biology and Medicine
2022/11
Medical Scientific Table-to-Text Generation with Synthetic Data under Data Sparsity Constraint
2022/10/20
Leveraging the potential of synthetic text for AI in mental healthcare
Frontiers in Digital Health
2022/10
Julia Ive
H-Index: 5
SURF: Semantic-level Unsupervised Reward Function for Machine Translation
2022/7
Julia Ive
H-Index: 5
Predicting moments of mood changes overtime from imbalanced social media data
2022/7
Julia Ive
H-Index: 5
Findings of the Third Workshop on Automatic Simultaneous Translation
2022/7
Modeling Disagreement in Automatic Data Labelling for Semi-Supervised Learning in Clinical Natural Language Processing
arXiv preprint arXiv:2205.14761
2022/5/29
Nabeel Seedat
H-Index: 3
Julia Ive
H-Index: 5
Natural Language Processing: A Machine Learning Perspective by Yue Zhang and Zhiyang Teng
2022/4/4
Julia Ive
H-Index: 5
Clinical utility of automatic phenotype annotation in unstructured clinical notes: intensive care unit use
BMJ Health & Care Informatics
2022
Self-supervised detection of contextual synonyms in a multi-class setting: Phenotype annotation use case
2021/11
Clinical utility of the automatic phenotype annotation in unstructured clinical notes: ICU use cases
arXiv preprint arXiv:2107.11665
2021/7/24
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