Julia Ive
Imperial College London
H-index: 11
Europe-United Kingdom
Top articles of Julia Ive
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Safe Training with Sensitive In-domain Data: Leveraging Data Fragmentation To Mitigate Linkage Attacks | arXiv preprint arXiv:2404.19486 | Mariia Ignashina Julia Ive | 2024/4/30 |
Using Large Language Models (LLMs) to Extract Evidence from Pre-Annotated Social Media Data | Falwah Alhamed Julia Ive Lucia Specia | 2024/3 | |
Clinically meaningful timeline summarisation in social media for mental health monitoring | arXiv preprint arXiv:2401.16240 | Jiayu Song Jenny Chim Adam Tsakalidis Julia Ive Dana Atzil-Slonim | 2024/1/29 |
Systems and methods for generating a text report and simulating health care journey | 2024/1/25 | ||
Embracing the uncertainty in human–machine collaboration to support clinical decision-making for mental health conditions | Frontiers in Digital Health | Ram Popat Julia Ive | 2023/9/5 |
Source Code is a Graph, Not a Sequence: A Cross-Lingual Perspective on Code Clone Detection | arXiv preprint arXiv:2312.16488 | Mohammed Ataaur Rahaman Julia Ive | 2023/12/27 |
Natural Language Processing: A Machine Learning Perspective by Yue Zhang and Zhiyang Teng | Julia Ive | 2022/4/4 | |
Leveraging the potential of synthetic text for AI in mental healthcare | Frontiers in Digital Health | Julia Ive | 2022/10 |
Clinical utility of automatic phenotype annotation in unstructured clinical notes: intensive care unit use | BMJ Health & Care Informatics | Jingqing Zhang Luis Daniel Bolanos Trujillo Ashwani Tanwar Julia Ive Vibhor Gupta | 2022 |
Revisiting contextual toxicity detection in conversations | ACM Journal of Data and Information Quality | Atijit Anuchitanukul Julia Ive Lucia Specia | 2022/12/28 |
SURF: Semantic-level Unsupervised Reward Function for Machine Translation | Atijit Anuchitanukul Julia Ive | 2022/7 | |
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 | Damith Chamalke Senadeera Julia Ive | 2022/12/6 |
Predicting moments of mood changes overtime from imbalanced social media data | Falwah AlHamed Julia Ive Lucia Specia | 2022/7 | |
Unsupervised numerical reasoning to extract phenotypes from clinical text by leveraging external knowledge | Ashwani Tanwar Jingqing Zhang Julia Ive Vibhor Gupta Yike Guo | 2022/11/29 | |
Findings of the Third Workshop on Automatic Simultaneous Translation | Ruiqing Zhang Chuanqiang Zhang Zhongjun He Hua Wu Haifeng Wang | 2022/7 | |
Phenotyping in clinical text with unsupervised numerical reasoning for patient stratification | Experimental Biology and Medicine | Ashwani Tanwar Jingqing Zhang Julia Ive Vibhor Gupta Yike Guo | 2022/11 |
Modeling Disagreement in Automatic Data Labelling for Semi-Supervised Learning in Clinical Natural Language Processing | arXiv preprint arXiv:2205.14761 | Hongshu Liu Nabeel Seedat Julia Ive | 2022/5/29 |
Medical Scientific Table-to-Text Generation with Synthetic Data under Data Sparsity Constraint | Heng-Yi Wu Jingqing Zhang Julia Ive Tong Li Vibhor Gupta | 2022/10/20 | |
Linguistic uncertainty in clinical nlp: A taxonomy, dataset and approach | Mark Turner Julia Ive Sumithra Velupillai | 2021 | |
Self-supervised detection of contextual synonyms in a multi-class setting: Phenotype annotation use case | Jingqing Zhang Luis Bolanos Tong Li Ashwani Tanwar Guilherme Freire | 2021/11 |
Co-Authors
