Lifeng Han
14 papers · 2020–2026 · 6 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (29)
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Century Club · Bronze
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Research topics
Natural Language Processing
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Machine Learning
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Artificial Intelligence
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Core AI
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Learning Types · Machine Learning
(4)
Deep Learning
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Healthcare & Medicine
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Clinical
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Generation
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machine translation
(5)
pre-trained language model
(3)
named entity recognition
(2)
ensemble learning
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clinical nlp
(2)
domain adaptation
(2)
masked language modeling
(2)
large language model
(2)
ridge regression
(1)
bilingual alignment
(1)
in-context learning
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parallel corpus
(1)
neural machine translation
(1)
prompt-based learning
(1)
hyperparameter optimization
(1)
low-resource language
(1)
synthetic data generation
(1)
question answering
(1)
evaluation metric
(1)
temporal classification
(1)
Papers
Ara-HOPE: Human-Centric Post-Editing Evaluation for Dialectal Arabic to Modern Standard Arabic Translation
EACL 2026
FLANS at SemEval-2026 Task 7: RAG with Open-Sourced Smaller LLMs for Everyday Knowledge Across Diverse Languages and Cultures
SemEval 2026
QuadAI at SemEval-2026 Task 3: Ensemble Learning of Hybrid RoBERTa and LLMs for Dimensional Aspect-Based Sentiment Analysis
SemEval 2026
Beyond Reconstruction: Generating Privacy-Preserving Clinical Letters
NAACL 2025
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
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 Don’t 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