Pin-Jie Lin
10 papers · 2022–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (56)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Natural Language Processing
(8)
Machine Learning
(7)
Resources & Methods
(5)
Applications
(4)
Optimization & Theory · Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Application Areas
(2)
Core Methods
(2)
Generation
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
machine translation
(3)
low-resource language
(2)
domain adaptation
(1)
text classification
(1)
model pretraining
(1)
data augmentation
(1)
neural machine translation
(1)
annotation projection
(1)
data annotation
(1)
word alignment
(1)
sentiment analysis
(1)
natural language understanding
(1)
importance sampling
(1)
transformer architecture
(1)
language model
(1)
synthetic data
(1)
data selection
(1)
scaling law
(1)
data quality
(1)
active learning
(1)
Papers
Efficient Model Development through Fine-tuning Transfer
EMNLP 2025
Self-Vocabularizing Training for Neural Machine Translation
NAACL 2025
Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning
ACL 2024
Modeling Orthographic Variation Improves NLP Performance for Nigerian Pidgin
COLING 2024
Projecting Annotations for Discourse Relations: Connective Identification for Low-Resource Languages
EACL 2024
Scaling Parameter-Constrained Language Models with Quality Data
EMNLP 2024
Target-Aware Language Modeling via Granular Data Sampling
EMNLP 2024
Low-Resource Cross-Lingual Adaptive Training for Nigerian Pidgin
Interspeech 2023
Revisiting Sample Size Determination in Natural Language Understanding
ACL 2023
Two-Stage Movie Script Summarization: An Efficient Method For Low-Resource Long Document Summarization
COLING 2022