Lifeng Han
12 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (14) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (25)
π
Conference Polyglot
(4)
π
Academic Marathon
(5)
π§¬
Topic Evolution
π
Century Club
(11)
β‘
Prolific Year
(6)
Conferences
NAACL (6)
ACL (2)
EMNLP (2)
COLING (1)
EACL (1)
Top co-authors
Keywords
machine translation
(5)
pre-trained language model
(3)
named entity recognition
(2)
domain adaptation
(2)
clinical nlp
(2)
masked language modeling
(2)
temporal classification
(1)
prompt-based learning
(1)
entity linking
(1)
parallel corpus
(1)
bilingual alignment
(1)
privacy preservation
(1)
hyperparameter optimization
(1)
synthetic data generation
(1)
evaluation metric
(1)
low-resource language
(1)
neural machine translation
(1)
ensemble learning
(1)
human evaluation
(1)
transfer learning
(1)
Papers
Ara-HOPE: Human-Centric Post-Editing Evaluation for Dialectal Arabic to Modern Standard Arabic Translation
EACL 2026
Generating Synthetic Free-text Medical Records with Low Re-identification Risk using Masked Language Modeling
NAACL 2025
INSIGHTBUDDY-AI: Medication Extraction and Entity Linking using Pre-Trained Language Models and Ensemble Learning
NAACL 2025
LT3: Generating Medication Prescriptions with Conditional Transformer
NAACL 2025
Medication Extraction and Entity Linking using Stacked and Voted Ensembles on LLMs
NAACL 2025
The Manchester Bees at PerAnsSumm 2025: Iterative Self-Prompting with Claude and o1 for Perspective-aware Healthcare Answer Summarisation
NAACL 2025
Beyond Reconstruction: Generating Privacy-Preserving Clinical Letters
NAACL 2025
Investigating Massive Multilingual Pre-Trained Machine Translation Models for Clinical Domain via Transfer Learning
ACL 2023
MedTem2.0: Prompt-based Temporal Classification of Treatment Events from Discharge Summaries
ACL 2023
Examining Large Pre-Trained Language Models for Machine Translation: What You Donβt Know about It
EMNLP 2022
cushLEPOR: customising hLEPOR metric using Optuna for higher agreement with human judgments or pre-trained language model LaBSE
EMNLP 2021
AlphaMWE: Construction of Multilingual Parallel Corpora with MWE Annotations
COLING 2020