Julia Ive

66 papers A 2B 4Journal 37Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
Harnessing Large Language Models for Precision Querying and Retrieval-Augmented Knowledge Extraction in Clinical Data Science.
CoRR
Juan Jose Rubio Jan, Jack Wu, Julia Ive
2025 J jnl
A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection.
CoRR
Julia Ive, Paulina Bondaronek, Vishal Yadav, Daniel Santel, Tracy A. Glauser, Tina Cheng, Jeffrey R. Strawn, Greeshma A. Agasthya, Jordan Tschida, Sanghyun Choo, Mayanka Chandrashekar, Anuj J. Kapadia, John Pestian
2025 J jnl
AI assisted prediction of unplanned intensive care admissions using natural language processing in elective neurosurgery.
npj Digit. Medicine
Julia Ive, Olatomiwa Olukoya, Jonathan P. Funnell, James Booker, Sze H. M. Lam, Ugan Reddy, Kawsar Noor, Richard J. B. Dobson, Astri M. V. Luoma, Hani J. Marcus
2025 J jnl
Building a Silver-Standard Dataset from NICE Guidelines for Clinical LLMs.
CoRR
Qing Ding, Eric Hua Qing Zhang, Felix Jozsa, Julia Ive
2025 J jnl
Clean & Clear: Feasibility of Safe LLM Clinical Guidance.
CoRR
Julia Ive, Felix Jozsa, Nick Jackson, Paulina Bondaronek, Ciaran Scott Hill, Richard Dobson
2025 J jnl
Context-Emotion Aware Therapeutic Dialogue Generation: A Multi-component Reinforcement Learning Approach to Language Models for Mental Health Support.
CoRR
Eric Hua Qing Zhang, Julia Ive
2025 J jnl
Developing and Evaluating an AI-Assisted Prediction Model for Unplanned Intensive Care Admissions following Elective Neurosurgery using Natural Language Processing within an Electronic Healthcare Record System.
CoRR
Julia Ive, Olatomiwa Olukoya, Jonathan P. Funnell, James Booker, Sze H. M. Lam, Ugan Reddy, Kawsar Noor, Richard J. B. Dobson, Valpuri Luoma, Hani J. Marcus
2025 J jnl
Development and Evaluation of HopeBot: an LLM-based chatbot for structured and interactive PHQ-9 depression screening.
CoRR
Zhijun Guo, Alvina Lai, Julia Ive, Alexandru Petcu, Yutong Wang, Luyuan Qi, Johan Hilge Thygesen, Kezhi Li
2025 J jnl
Evaluating Synthetic Data Generation from User Generated Text.
Comput. Linguistics
Jenny Chim, Julia Ive, Maria Liakata
2025 J jnl
Hesitation is defeat? Connecting Linguistic and Predictive Uncertainty.
CoRR
Gianluca Manzo, Julia Ive
2025 J jnl
LLM Assistance for Pediatric Depression.
CoRR
Mariia Ignashina, Paulina Bondaronek, Daniel Santel, John Pestian, Julia Ive
2024 — conf
Automatic Detection of Moral Values in Music Lyrics.
ISMIR
Vjosa Preniqi, Iacopo Ghinassi, Julia Ive, Kyriaki Kalimeri, Charalampos Saitis
2024 J jnl
Automatic Detection of Moral Values in Music Lyrics.
CoRR
Vjosa Preniqi, Iacopo Ghinassi, Julia Ive, Kyriaki Kalimeri, Charalampos Saitis
2024 — conf
Classifying Social Media Users before and after Depression Diagnosis via Their Language Usage: A Dataset and Study.
LREC/COLING
Falwah Alhamed, Julia Ive, Lucia Specia
2024 J jnl
Clinically meaningful timeline summarisation in social media for mental health monitoring.
CoRR
Jiayu Song, Jenny Chim, Adam Tsakalidis, Julia Ive, Dana Atzil-Slonim, Maria Liakata
2024 — conf
Combining Hierachical VAEs with LLMs for clinically meaningful timeline summarisation in social media.
ACL (Findings)
Jiayu Song, Jenny Chim, Adam Tsakalidis, Julia Ive, Dana Atzil-Slonim, Maria Liakata
2024 — conf
Enhancing Medical Dialogue Summarization: A MediExtract Distillation Framework.
BIBM
Xiaoxiao Liu, Mengqing Huang, Nicolay Rusnachenko, Julia Ive, Jian Chang, Jian Jun Zhang
2024 J jnl
Modeling disagreement in automatic data labeling for semi-supervised learning in Clinical Natural Language Processing.
Frontiers Artif. Intell.
Hongshu Liu, Nabeel Seedat, Julia Ive
2024 — conf
Monitoring Depression Severity and Symptoms in User-Generated Content: An Annotation Scheme and Guidelines.
WASSA
Falwah Alhamed, Rebecca Bendayan, Julia Ive, Lucia Specia
2024 — conf
MoralBERT: A Fine-Tuned Language Model for Capturing Moral Values in Social Discussions.
GoodIT
Vjosa Preniqi, Iacopo Ghinassi, Julia Ive, Charalampos Saitis, Kyriaki Kalimeri
2024 J jnl
Privacy-Preserving Behaviour of Chatbot Users: Steering Through Trust Dynamics.
CoRR
Julia Ive, Vishal Yadav, Mariia Ignashina, Matthew Rand, Paulina Bondaronek
2024 J jnl
Safe Training with Sensitive In-domain Data: Leveraging Data Fragmentation To Mitigate Linkage Attacks.
CoRR
Mariia Ignashina, Julia Ive
2024 — conf
Source Code is a Graph, Not a Sequence: A Cross-Lingual Perspective on Code Clone Detection.
NAACL (Student Research Workshop)
Mohammed Ataaur Rahaman, Julia Ive
2023 J jnl
Embracing the uncertainty in human-machine collaboration to support clinical decision-making for mental health conditions.
Frontiers Digit. Health
Ram Popat, Julia Ive
2023 J jnl
Revisiting Contextual Toxicity Detection in Conversations.
ACM J. Data Inf. Qual.
Atijit Anuchitanukul, Julia Ive, Lucia Specia
2023 J jnl
Source Code is a Graph, Not a Sequence: A Cross-Lingual Perspective on Code Clone Detection.
CoRR
Mohammed Ataaur Rahaman, Julia Ive
2022 J jnl
Controlled Text Generation using T5 based Encoder-Decoder Soft Prompt Tuning and Analysis of the Utility of Generated Text in AI.
CoRR
Damith Chamalke Senadeera, Julia Ive
2022 J jnl
Leveraging the potential of synthetic text for AI in mental healthcare.
Frontiers Digit. Health
Julia Ive
2022 J jnl
Medical Scientific Table-to-Text Generation with Human-in-the-Loop under the Data Sparsity Constraint.
CoRR
Heng-Yi Wu, Jingqing Zhang, Julia Ive, Tong Li, Narges Tabari, Bingyuan Chen, Vibhor Gupta, Yike Guo
2022 J jnl
Modeling Disagreement in Automatic Data Labelling for Semi-Supervised Learning in Clinical Natural Language Processing.
CoRR
Hongshu Liu, Nabeel Seedat, Julia Ive
2022 J jnl
Natural Language Processing: A Machine Learning Perspective by Yue Zhang and Zhiyang Teng.
Comput. Linguistics
Julia Ive
2022 — conf
SURF: Semantic-level Unsupervised Reward Function for Machine Translation.
NAACL-HLT
Atijit Anuchitanukul, Julia Ive
2022 J jnl
Unsupervised Numerical Reasoning to Extract Phenotypes from Clinical Text by Leveraging External Knowledge.
CoRR
Ashwani Tanwar, Jingqing Zhang, Julia Ive, Vibhor Gupta, Yike Guo
2021 J jnl
Clinical Utility of the Automatic Phenotype Annotation in Unstructured Clinical Notes: ICU Use Cases.
CoRR
Jingqing Zhang, Luis Bolanos, Ashwani Tanwar, Albert Sokol, Julia Ive, Vibhor Gupta, Yike Guo
2021 A conf
Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation.
EACL
Julia Ive, Andy Mingren Li, Yishu Miao, Ozan Caglayan, Pranava Madhyastha, Lucia Specia
2021 J jnl
Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation.
CoRR
Julia Ive, Andy Mingren Li, Yishu Miao, Ozan Caglayan, Pranava Madhyastha, Lucia Specia
2021 A conf
Exploring Supervised and Unsupervised Rewards in Machine Translation.
EACL
Julia Ive, Zixu Wang, Marina Fomicheva, Lucia Specia
2021 J jnl
Exploring Supervised and Unsupervised Rewards in Machine Translation.
CoRR
Julia Ive, Zixu Wang, Marina Fomicheva, Lucia Specia
2021 — conf
Linguistic Uncertainty in Clinical NLP: A Taxonomy, Dataset and Approach.
CLEF
Mark Turner, Julia Ive, Sumithra Velupillai
2021 J jnl
Revisiting Contextual Toxicity Detection in Conversations.
CoRR
Julia Ive, Atijit Anuchitanukul, Lucia Specia
2021 — conf
Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case.
EMNLP (1)
Jingqing Zhang, Luis Bolanos, Tong Li, Ashwani Tanwar, Guilherme Freire, Xian Yang, Julia Ive, Vibhor Gupta, Yike Guo
2021 J jnl
Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case.
CoRR
Jingqing Zhang, Luis Bolanos, Tong Li, Ashwani Tanwar, Guilherme Freire, Xian Yang, Julia Ive, Vibhor Gupta, Yike Guo
2020 B conf
A Post-Editing Dataset in the Legal Domain: Do we Underestimate Neural Machine Translation Quality?
LREC
Julia Ive, Lucia Specia, Sara Szoc, Tom Vanallemeersch, Joachim Van den Bogaert, Eduardo Farah, Christine Maroti, Artur Ventura, Maxim Khalilov
2020 — conf
Distinguishing between Dementia with Lewy bodies (DLB) and Alzheimer's Disease (AD) using Mental Health Records: a Classification Approach.
ClinicalNLP@EMNLP
Zixu Wang, Julia Ive, Sinead Moylett, Christoph Mueller, Rudolf N. Cardinal, Sumithra Velupillai, John O'Brien, Robert Stewart
2020 B conf
Exploring Transformer Text Generation for Medical Dataset Augmentation.
LREC
Ali Amin-Nejad, Julia Ive, Sumithra Velupillai
2020 J jnl
Generation and evaluation of artificial mental health records for Natural Language Processing.
npj Digit. Medicine
Julia Ive, Natalia Viani, Joyce Kam, Lucia Yin, Somain Verma, Stephen Puntis, Rudolf N. Cardinal, Angus Roberts, Robert Stewart, Sumithra Velupillai
2020 — conf
Simultaneous Machine Translation with Visual Context.
EMNLP (1)
Ozan Caglayan, Julia Ive, Veneta Haralampieva, Pranava Madhyastha, Loïc Barrault, Lucia Specia
2020 J jnl
Simultaneous Machine Translation with Visual Context.
CoRR
Ozan Caglayan, Julia Ive, Veneta Haralampieva, Pranava Madhyastha, Loïc Barrault, Lucia Specia
2019 — conf
APE-QUEST.
MTSummit (2)
Joachim Van den Bogaert, Heidi Depraetere, Sara Szoc, Tom Vanallemeersch, Koen Van Winckel, Frederic Everaert, Lucia Specia, Julia Ive, Maxim Khalilov, Christine Maroti, Eduardo Farah, Artur Ventura
2019 — conf
Deep Copycat Networks for Text-to-Text Generation.
EMNLP/IJCNLP (1)
Julia Ive, Pranava Madhyastha, Lucia Specia
2019 — conf
Distilling Translations with Visual Awareness.
ACL (1)
Julia Ive, Pranava Madhyastha, Lucia Specia
2019 J jnl
Distilling Translations with Visual Awareness.
CoRR
Julia Ive, Pranava Madhyastha, Lucia Specia
2019 — conf
Is artificial data useful for biomedical Natural Language Processing algorithms?
BioNLP@ACL
Zixu Wang, Julia Ive, Sumithra Velupillai, Lucia Specia
2019 J jnl
Is artificial data useful for biomedical Natural Language Processing.
CoRR
Zixu Wang, Julia Ive, Sumithra Velupillai, Lucia Specia
2019 J jnl
Predicting Actions to Help Predict Translations.
CoRR
Zixiu Wu, Julia Ive, Josiah Wang, Pranava Madhyastha, Lucia Specia
2019 — conf
Transformer-based Cascaded Multimodal Speech Translation.
IWSLT
Zixiu Wu, Ozan Caglayan, Julia Ive, Josiah Wang, Lucia Specia
2019 J jnl
Transformer-based Cascaded Multimodal Speech Translation.
CoRR
Zixiu Wu, Ozan Caglayan, Julia Ive, Josiah Wang, Lucia Specia
2018 — conf
Hierarchical neural model with attention mechanisms for the classification of social media text related to mental health.
CLPsych@NAACL-HTL
Julia Ive, George Gkotsis, Rina Dutta, Robert Stewart, Sumithra Velupillai
2018 — conf
KCL-Health-NLP@CLEF eHealth 2018 Task 1: ICD-10 Coding of French and Italian Death Certificates with Character-Level Convolutional Neural Networks.
CLEF (Working Notes)
Julia Ive, Natalia Viani, David Chandran, André Bittar, Sumithra Velupillai
2018 J jnl
Reassessing the proper place of man and machine in translation: a pre-translation scenario.
Mach. Transl.
Julia Ive, Aurélien Max, François Yvon
2018 — conf
Sheffield Submissions for the WMT18 Quality Estimation Shared Task.
WMT (shared task)
Julia Ive, Carolina Scarton, Frédéric Blain, Lucia Specia
2018 B conf
deepQuest: A Framework for Neural-based Quality Estimation.
COLING
Julia Ive, Frédéric Blain, Lucia Specia
2017 — —
Towards a Better Human-Machine Collaboration in Statistical Translation : Example of Systematic Medical Reviews. (Vers une meilleure collaboration humain-machine en traduction statistique : l'exemple des revues systématiques en médecine).
Julia Ive
2016 — conf
LIMSI's Contribution to the WMT'16 Biomedical Translation Task.
WMT
Julia Ive, Aurélien Max, François Yvon
2016 B conf
Parallel Sentence Compression.
COLING
Julia Ive, François Yvon
2015 — conf
LIMSI$@$WMT'15 : Translation Task.
WMT@EMNLP
Benjamin Marie, Alexandre Allauzen, Franck Burlot, Quoc-Khanh Do, Julia Ive, Elena Knyazeva, Matthieu Labeau, Thomas Lavergne, Kevin Löser, Nicolas Pécheux, François Yvon