Jinghui Lu
Jinghui Lu
ByteDance Inc., School of Computer Science, University College Dublin
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Investigating the effectiveness of representations based on pretrained transformer-based language models in active learning for labelling text datasets
J Lu, B MacNamee
arXiv preprint arXiv:2004.13138, 2020
A rationale-centric framework for human-in-the-loop machine learning
J Lu, L Yang, B Mac Namee, Y Zhang
ACL 2022, 2022
Unidoc: A universal large multimodal model for simultaneous text detection, recognition, spotting and understanding
H Feng, Z Wang, J Tang, J Lu, W Zhou, H Li, C Huang
arXiv preprint arXiv:2308.11592, 2023
A sentence-level hierarchical bert model for document classification with limited labelled data
J Lu, M Henchion, I Bacher, BM Namee
Discovery Science: 24th International Conference, DS 2021, Halifax, NS …, 2021
Diverging divergences: Examining variants of Jensen Shannon divergence for corpus comparison tasks
J Lu, M Henchion, B Mac Namee
LREC 2020, 2021
What Makes Pre-trained Language Models Better Zero-shot Learners?
J Lu, D Zhu, W Han, R Zhao, B Mac Namee, F Tan
ACL 2023, 2022
Punifiedner: A prompting-based unified ner system for diverse datasets
J Lu, R Zhao, B Mac Namee, F Tan
Proceedings of the AAAI Conference on Artificial Intelligence 37 (11), 13327 …, 2023
Extending jensen shannon divergence to compare multiple corpora
J Lu, M Henchion, B MacNamee
McAuley, J., McKeever, S.(eds.). Proceedings of the 25th Irish Conference on …, 2017
Deeply Coupled Cross-Modal Prompt Learning
X Liu, W Tang, J Lu, R Zhao, Z Guo, F Tan
ACL 2023 Findings, 2023
Large language models on wikipedia-style survey generation: an evaluation in nlp concepts
F Gao, H Jiang, M Blum, J Lu, Y Jiang, I Li
ACL 2024 Findings, 2023
What Large Language Models Bring to Text-rich VQA?
X Liu, W Tang, X Ni, J Lu, R Zhao, Z Li, F Tan
arXiv preprint arXiv:2311.07306, 2023
VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization
D Zhu, X Tang, W Han, J Lu, Y Zhao, G Xing, J Wang, D Yin
NAACL 2024, 2024
A Topic-Based Approach to Multiple Corpus Comparison
J Lu, M Henchion, B MacNamee
Curry, E., Keane, M., Adegboyega, O., and Salwala, D.(eds.). AICS 2019 …, 2019
MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering
J Tang*, Q Liu*, Y Ye*, J Lu*, S Wei, C Lin, W Li, MFFB Mahmood, H Feng, ...
arXiv preprint arXiv:2405.11985, 2024
PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity Recognition
J Lu, Z Yang, Y Wang, X Liu, C Huang
arXiv preprint arXiv:2402.04838, 2024
SDA: Simple Discrete Augmentation for Contrastive Sentence Representation Learning
Z Mao, D Zhu, J Lu, R Zhao, F Tan
LREC-Coling 2024, 2022
Effect of Combination of HBM and Certainty Sampling on Workload of Semi-Automated Grey Literature Screening
J Lu, M Henchion, B Mac Namee
3rd Workshop on Human in the Loop Learning at 38th International Conference …, 2021
What Makes Good Few-shot Examples for Vision-Language Models?
Z Guo, J Lu, X Liu, R Zhao, ZX Qian, F Tan
arXiv preprint arXiv:2405.13532, 2024
Leveraging Large Language Models for Concept Graph Recovery and Question Answering in NLP Education
R Yang, B Yang, S Ouyang, T She, A Feng, Y Jiang, F Lecue, J Lu, I Li
arXiv preprint arXiv:2402.14293, 2024
Supervised and Unsupervised Text Mining for Grey Literature Screening
J Lu
University College Dublin. School of Computer Science, 2021
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