Research output per year
Research output per year
Personal profile
Overview
I am currently a post-doctoral research associate in a health text analytics group led by Prof Goran Nenadic, which is affiliated with a larger Natural Language Processing (NLP) group in the Department of Computer Science of The University of Manchester. Before this position, I was a PhD student and Research Assistant in Computer Application (Machine Translation) at DCU, Dublin, PhD candidate in Language and Computation at ILLC, Uni Amsterdam, MSc student in Software Engineering for NLP at Uni Macau, and BSc student in Math at HNU, China.
Education/Academic qualification
Doctor of Philosophy, An investigation into multi-word expressions in machine translation, Dublin City University
1 Dec 2016 → 26 Mar 2022
Award Date: 26 Mar 2022
Master of Science, LEPOR: An Augmented Machine Translation Evaluation Metric, University of Macau
25 Sept 2011 → 31 Jul 2014
Award Date: 31 Jul 2014
Bachelor of Science, Mathematics and Applied Mathematics, Hebei Normal University
1 Sept 2007 → 1 Jun 2011
Award Date: 1 Jun 2011
Areas of expertise
- QA76 Computer software
- NLP
- Machine Translation
- information extraction
Research Beacons, Institutes and Platforms
- Digital Futures
Keywords
- Natural Language Processing
- Machine Translation
- Text Mining
- Information extraction
- Mathematical Modelling
- Software Engineering
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Neural machine translation of clinical text: an empirical investigation into multilingual pre-trained language models and transfer-learning
Han, L., Gladkoff, S., Erofeev, G., Sorokina, I., Galiano, B. & Nenadic, G., 26 Feb 2024, (E-pub ahead of print) In: Frontiers in Digital Health. 6, 1211564.Research output: Contribution to journal › Article › peer-review
Open Access -
AlphaMWE-Arabic: Arabic Edition of Multilingual Parallel Corpora with Multiword Expression Annotations
Mohamed, N. H., Rassem, M., Aaron, L. & Nenadic, G., 1 Sept 2023, RANLP2023. p. 448 457 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Exploring the Value of Pre-trained Language Models for Clinical Named Entity Recognition
Belkadi, S., Han, L., Wu, Y. & Nenadic, G., 15 Dec 2023, p. 3660-3669. 10 p.Research output: Contribution to conference › Paper › peer-review
Open Access -
Extraction of Medication and Temporal Relation from Clinical Text using Neural Language Models
Tu, H., Han, L. & Nenadic, G., 15 Dec 2023, p. 2735-2744. 10 p.Research output: Contribution to conference › Paper › peer-review
Open Access -
Generating Medical Instructions with Conditional Transformer
Belkadi, S., Micheletti, N., Han, L., Del-Pinto, W. & Nenadic, G., 2023, NeurIPS 2023 Workshop on Synthetic Data Generation with Generative AI.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Activities
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19th Workshop on Multiword Expressions (MWE 2023)
Han, L. (Chair)
6 May 2023Activity: Participating in or organising event(s) › Organising a conference, workshop, exhibition, performance, inquiry, course etc › Research
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Cracking Multi-Word Expressions in a nutshell: Neural MT walks on thin ice when facing MWEs
Han, L. (Speaker)
11 Oct 2022Activity: Talk or presentation › Invited talk › Research
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Meta-Evaluation of Translation Evaluation Methods: a systematic up-to-date overview
Han, L. (Speaker)
20 Jun 2022Activity: Talk or presentation › Oral presentation › Research